Training in progress, step 1150

adapter_model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:96ed2b8defba6d9cd2e5781f26b91d112dfc3641106ff08185c9afa2c9e3f275
+oid sha256:72ebcb8e2a1122734305b533826d37fd058a5ac12a0d1ba763ebc116384913d3
 size 639691872

all_generations.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1349117cec38db2284a28628bce046a2f1428ddc6ef18a3b4166fa12a616aef6
-size 199548275
+oid sha256:359d528960a35ec6991882f101680748220558f114eaca752b65a8d810dd86fa
+size 208776691

checkpoint_events.jsonl

@@ -42,3 +42,5 @@
 {"timestamp_utc": "2026-04-11T21:39:38Z", "event_type": "checkpoint_saved", "global_step": 1050, "local_checkpoint_dir": "/root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/checkpoint-1050", "hub_model_id": "Shaer-AI/Shaer-adapters-grpo", "expected_hub_prefix": "last-checkpoint"}
 {"timestamp_utc": "2026-04-11T21:45:15Z", "event_type": "evaluation_completed", "global_step": 1100, "metrics": {"eval_loss": NaN, "eval_runtime": 73.9179, "eval_samples_per_second": 1.407, "eval_steps_per_second": 0.176}}
 {"timestamp_utc": "2026-04-11T21:45:19Z", "event_type": "checkpoint_saved", "global_step": 1100, "local_checkpoint_dir": "/root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/checkpoint-1100", "hub_model_id": "Shaer-AI/Shaer-adapters-grpo", "expected_hub_prefix": "last-checkpoint"}
+{"timestamp_utc": "2026-04-11T21:51:32Z", "event_type": "evaluation_completed", "global_step": 1150, "metrics": {"eval_loss": NaN, "eval_runtime": 84.6125, "eval_samples_per_second": 1.229, "eval_steps_per_second": 0.154}}
+{"timestamp_utc": "2026-04-11T21:51:35Z", "event_type": "checkpoint_saved", "global_step": 1150, "local_checkpoint_dir": "/root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/checkpoint-1150", "hub_model_id": "Shaer-AI/Shaer-adapters-grpo", "expected_hub_prefix": "last-checkpoint"}

metrics.csv

@@ -1122,3 +1122,54 @@ clip_ratio/high_max,clip_ratio/high_mean,clip_ratio/low_mean,clip_ratio/low_min,
 0.0015337422955781221,0.0015337422955781221,0.0016737572732381523,0.0016737572732381523,0.0032074995688162744,0.0,163.0,163.0,156.0,156.0,145.0,145.0,0.030738614965230227,0.04247760271856657,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1100,2.0620083808898926,6.66969696969697e-06,-0.0306,train,2369329.0,0.7980826497077942,1.0,0.0,0.800000011920929,0.0,0.9976032972335815,0.0007398881716653705,0.0005919178947806358,0.7980826497077942,0.0005919100949540734,0.7980826497077942,1.0,0.0,0.800000011920929,0.0,0.9976032972335815,0.0007398881716653705,0.7980826497077942,0.0005919100949540734,1.730522871017456,1.0009613037109375,0.5152587294578552,0.6630861759185791,0.003971020225435495,2026-04-11T21:44:01Z
 ,,,,,,,,,,,,,0.04247760271856657,0.0,0.0,0.0,0.0,0.0,0.028846153846153848,390.15384615384613,341.7692307692308,177.95192307692307,167.59066126896784,57.38461538461539,57.38461538461539,0.022705065874526136,0.0,nan,2369329.0,0.5808727557842548,0.9807692307692307,0.05439282839114849,0.8606285040195172,0.14204404417138833,0.6938754916191101,0.4057489140675618,nan,0.5808727557842548,0.372596684556741,0.5808727557842548,0.9807692307692307,0.05439282839114849,0.8606285040195172,0.14204404417138833,0.6938754916191101,0.4057489140675618,0.5808727557842548,0.372596684556741,73.9179,1.407,1.281661501297584,1.000536437218006,0.542173194197508,0.6837713030668405,0.0031142185639160182,0.176,,1100,,,,eval,,,,,,,,,,,,,,,,,,,,,,,,,,2026-04-11T21:45:15Z
 0.023881223052740097,0.023881223052740097,0.01245915051549673,0.01245915051549673,0.03634037356823683,0.0,73.0,73.0,62.0,62.0,18.0,18.0,0.2632972849532962,0.042516218721038,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1101,5.9600019454956055,6.666666666666667e-06,-0.2286,train,2371113.0,0.772131621837616,1.0,0.0,0.875,0.3535533845424652,0.772131621837616,0.34598708152770996,0.34598708152770996,0.772131621837616,0.34598708152770996,0.772131621837616,1.0,0.0,0.875,0.3535533845424652,0.772131621837616,0.34598708152770996,0.772131621837616,0.34598708152770996,1.7506089210510254,1.0026087760925293,0.2138272076845169,1.5425870418548584,0.040163177996873856,2026-04-11T21:45:24Z
+0.0,0.0,0.0,0.0,0.0,0.0,61.0,61.0,61.0,61.0,61.0,61.0,0.0009841258579399437,0.042554834723509426,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1102,0.0,6.663636363636365e-06,0.0,train,2372961.0,0.9985920786857605,1.0,0.0,1.0,0.0,0.9985920786857605,0.0,0.0,0.9985920786857605,0.0,0.9985920786857605,1.0,0.0,1.0,0.0,0.9985920786857605,0.0,0.9985920786857605,0.0,1.007501482963562,1.0000767707824707,0.9969366788864136,0.007473420351743698,0.00010852154809981585,2026-04-11T21:45:29Z
+0.0,0.0,0.0036231884732842445,0.0036231884732842445,0.0036231884732842445,0.0,145.0,145.0,139.25,139.25,137.0,137.0,0.021428768755868077,0.04259345072598085,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1103,1.3136855363845825,6.660606060606061e-06,-0.014,train,2375603.0,0.9981851577758789,1.0,0.0,1.0,0.0,0.9981851577758789,0.00017230756930075586,0.00017229857621714473,0.9981851577758789,0.00017230756930075586,0.9981851577758789,1.0,0.0,1.0,0.0,0.9981851577758789,0.00017230756930075586,0.9981851577758789,0.00017230756930075586,1.2929089069366455,0.9999781250953674,0.7184240818023682,0.3306952714920044,0.0030210025142878294,2026-04-11T21:45:35Z
+0.0,0.0,0.0,0.0,0.0,0.0,271.0,271.0,271.0,271.0,271.0,271.0,0.0003895306908816565,0.042632066728452274,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1104,0.0,6.657575757575758e-06,0.0,train,2379419.0,0.8170298933982849,1.0,0.0,0.8181818127632141,0.0,0.9985920786857605,0.0,0.0,0.8170298933982849,0.0,0.8170298933982849,1.0,0.0,0.8181818127632141,0.0,0.9985920786857605,0.0,0.8170298933982849,0.0,1.0152407884597778,1.0000735521316528,0.9737398624420166,0.026611091569066048,0.00010036063758889213,2026-04-11T21:45:42Z
+0.008342602755874395,0.008342602755874395,0.0,0.0,0.008342602755874395,0.0,33.0,33.0,29.0,29.0,26.0,26.0,0.14257134380750358,0.0426706827309237,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1105,9.432920455932617,6.654545454545455e-06,-0.063,train,2380899.0,0.9883742928504944,1.0,0.0,1.0,0.0,0.9883742928504944,0.013260845094919205,0.013260837644338608,0.9883742928504944,0.013260845094919205,0.9883742928504944,1.0,0.0,1.0,0.0,0.9883742928504944,0.013260845094919205,0.9883742928504944,0.013260845094919205,2.0,1.0062172412872314,0.25039586424827576,1.4528617858886719,0.031237933784723282,2026-04-11T21:45:47Z
+0.011224456364288926,0.011224456364288926,0.0055914610857144,0.0055914610857144,0.016815917450003326,0.0,119.0,119.0,111.75,111.75,105.0,105.0,0.07199247367680073,0.04270929873339512,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1106,3.427839756011963,6.651515151515152e-06,0.015,train,2383097.0,0.4524507522583008,1.0,0.0,1.0,0.0,0.4524507522583008,0.2328236848115921,0.2328236848115921,0.4524507522583008,0.2328236848115921,0.4524507522583008,1.0,0.0,1.0,0.0,0.4524507522583008,0.2328236848115921,0.4524507522583008,0.2328236848115921,2.0,0.99989914894104,0.1640297770500183,1.8077073097229004,0.020164301618933678,2026-04-11T21:45:52Z
+0.012708333320915699,0.012708333320915699,0.004950980423018336,0.004950980423018336,0.017659313743934035,0.0,54.0,54.0,50.5,50.5,48.0,48.0,0.13322050124406815,0.042747914735866546,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1107,6.449989318847656,6.6484848484848485e-06,0.0209,train,2384709.0,0.9843699932098389,1.0,0.0,1.0,0.0,0.9843699932098389,0.004019024316221476,0.00401902524754405,0.9843699932098389,0.004019024316221476,0.9843699932098389,1.0,0.0,1.0,0.0,0.9843699932098389,0.004019024316221476,0.9843699932098389,0.004019024316221476,2.0,0.9934430718421936,0.07799844443798065,2.5510663986206055,0.03694266453385353,2026-04-11T21:45:57Z
+0.03787647606804967,0.03787647606804967,0.0,0.0,0.03787647606804967,0.0,28.0,28.0,26.375,26.375,24.0,24.0,0.19634724967181683,0.04278653073833797,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1108,11.623807907104492,6.645454545454546e-06,0.0137,train,2386216.0,0.9814929962158203,1.0,0.0,1.0,0.0,0.9814929962158203,0.008537075482308865,0.00853707455098629,0.9814929962158203,0.008537075482308865,0.9814929962158203,1.0,0.0,1.0,0.0,0.9814929962158203,0.008537075482308865,0.9814929962158203,0.008537075482308865,1.245644450187683,0.9879005551338196,0.1822832077741623,1.7021937370300293,0.03857656940817833,2026-04-11T21:46:03Z
+0.0017123287543654442,0.0017123287543654442,0.0035714285913854837,0.0035714285913854837,0.005283757345750928,0.0,73.0,73.0,72.375,72.375,70.0,70.0,0.029869895428419113,0.042825146740809394,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1109,2.722727060317993,6.642424242424242e-06,-0.0099,train,2388091.0,0.9982842206954956,1.0,0.0,1.0,0.0,0.9982842206954956,0.00037441932363435626,0.00037443003384396434,0.9982842206954956,0.00037441932363435626,0.9982842206954956,1.0,0.0,1.0,0.0,0.9982842206954956,0.00037441932363435626,0.9982842206954956,0.00037441932363435626,1.271781086921692,1.000014066696167,0.5883596539497375,0.5304169654846191,0.004766764119267464,2026-04-11T21:46:07Z
+0.0,0.0,0.0,0.0,0.0,0.0,62.0,62.0,62.0,62.0,62.0,62.0,0.0016348987410310656,0.04286376274328082,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1110,0.0,6.63939393939394e-06,0.0,train,2389963.0,0.9959487915039062,1.0,0.0,1.0,0.0,0.9959487915039062,0.0,0.0,0.9959487915039062,0.0,0.9959487915039062,1.0,0.0,1.0,0.0,0.9959487915039062,0.0,0.9959487915039062,0.0,1.0036523342132568,1.000218152999878,0.9998347759246826,0.0036456617526710033,0.00021878920961171389,2026-04-11T21:46:12Z
+0.009184887632727623,0.009184887632727623,0.0016025641234591603,0.0016025641234591603,0.010787451756186783,0.0,83.0,83.0,81.625,81.625,78.0,78.0,0.03438670525792986,0.04290237874575224,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1111,1.1772817373275757,6.6363636363636375e-06,-0.0114,train,2391880.0,0.8804362416267395,1.0,0.0,1.0,0.0,0.8804362416267395,0.020153922960162163,0.02015392854809761,0.8804362416267395,0.020153922960162163,0.8804362416267395,1.0,0.0,1.0,0.0,0.8804362416267395,0.020153922960162163,0.8804362416267395,0.020153922960162163,2.0,1.0001097917556763,0.10568850487470627,2.2472591400146484,0.012632966041564941,2026-04-11T21:46:17Z
+0.0,0.0,0.0,0.0,0.0,0.0,57.0,57.0,57.0,57.0,57.0,57.0,0.010429158399347216,0.04294099474822367,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1112,0.0,6.633333333333334e-06,0.0,train,2393504.0,0.8246031403541565,1.0,0.0,1.0,0.0,0.8246031403541565,0.0,0.0,0.8246031403541565,0.0,0.8246031403541565,1.0,0.0,1.0,0.0,0.8246031403541565,0.0,0.8246031403541565,0.0,1.0344194173812866,0.9993739724159241,0.7724100351333618,0.2582397758960724,0.0025924842339009047,2026-04-11T21:46:22Z
+0.0,0.0,0.0,0.0,0.0,0.0,57.0,57.0,57.0,57.0,57.0,57.0,0.004856940591707826,0.04297961075069509,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1113,0.0,6.630303030303031e-06,0.0,train,2395152.0,0.8420836925506592,1.0,0.0,1.0,0.0,0.8420836925506592,0.0,0.0,0.8420836925506592,0.0,0.8420836925506592,1.0,0.0,1.0,0.0,0.8420836925506592,0.0,0.8420836925506592,0.0,1.0151196718215942,1.0003682374954224,0.9778034687042236,0.022446556016802788,0.0006502047181129456,2026-04-11T21:46:27Z
+0.0013888889225199819,0.0013888889225199819,0.0027173913549631834,0.0027173913549631834,0.004106280277483165,0.0,92.0,92.0,90.625,90.625,89.0,89.0,0.030776873929426074,0.043018226753166515,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1114,1.41348397731781,6.627272727272728e-06,-0.0013,train,2397325.0,0.9967718124389648,1.0,0.0,1.0,0.0,0.9967718124389648,0.00015542571782134473,0.00015544342750217766,0.9967718124389648,0.00015542571782134473,0.9967718124389648,1.0,0.0,1.0,0.0,0.9967718124389648,0.00015542571782134473,0.9967718124389648,0.00015542571782134473,1.1216578483581543,0.9978534579277039,0.28899163007736206,1.2413575649261475,0.009261665865778923,2026-04-11T21:46:33Z
+0.0009469697251915932,0.0009469697251915932,0.0016666667070239782,0.0016666667070239782,0.0026136364322155714,0.0,150.0,150.0,136.5,136.5,132.0,132.0,0.009146204334683716,0.04305684275563794,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1115,1.2258256673812866,6.624242424242425e-06,0.0356,train,2399993.0,0.7471002340316772,1.0,0.0,0.8333333134651184,0.0,0.8965202569961548,0.10726836323738098,0.08939030766487122,0.7471002340316772,0.08939030766487122,0.7471002340316772,1.0,0.0,0.8333333134651184,0.0,0.8965202569961548,0.10726836323738098,0.7471002340316772,0.08939030766487122,1.3977729082107544,1.0006446838378906,0.7790073156356812,0.3348802328109741,0.0015983968041837215,2026-04-11T21:46:39Z
+0.0,0.0,0.0,0.0,0.0,0.0,151.0,151.0,151.0,151.0,151.0,151.0,0.0003524243838910479,0.04309545875810936,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1116,0.0,6.621212121212121e-06,0.0,train,2402617.0,0.8321600556373596,1.0,0.0,0.8333333134651184,0.0,0.9985920786857605,0.0,0.0,0.8321600556373596,0.0,0.8321600556373596,1.0,0.0,0.8333333134651184,0.0,0.9985920786857605,0.0,0.8321600556373596,0.0,1.0054138898849487,1.0000474452972412,0.9998179078102112,0.005399270448833704,4.834596620639786e-05,2026-04-11T21:46:45Z
+0.003968254197388887,0.003968254197388887,0.0,0.0,0.003968254197388887,0.0,63.0,63.0,61.5,61.5,61.0,61.0,0.022033903398551047,0.04313407476058079,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1117,2.3175323009490967,6.618181818181819e-06,-0.0125,train,2404357.0,0.9971427321434021,1.0,0.0,1.0,0.0,0.9971427321434021,0.0005570190260186791,0.0005570190260186791,0.9971427321434021,0.0005570190260186791,0.9971427321434021,1.0,0.0,1.0,0.0,0.9971427321434021,0.0005570190260186791,0.9971427321434021,0.0005570190260186791,1.386764645576477,1.0014525651931763,0.7471194863319397,0.32697343826293945,0.0036074817180633545,2026-04-11T21:46:49Z
+0.0,0.0,0.0,0.0,0.0,0.0,30.0,30.0,30.0,30.0,30.0,30.0,0.025725294835865498,0.04317269076305221,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1118,0.0,6.615151515151516e-06,0.0,train,2405789.0,0.9949287176132202,1.0,0.0,1.0,0.0,0.9949287176132202,0.0,0.0,0.9949287176132202,0.0,0.9949287176132202,1.0,0.0,1.0,0.0,0.9949287176132202,0.0,0.9949287176132202,0.0,1.2011436223983765,1.0010007619857788,0.8582614660263062,0.18327409029006958,0.004324022214859724,2026-04-11T21:46:54Z
+0.0029761906480416656,0.0029761906480416656,0.0036062682047486305,0.0036062682047486305,0.006582458852790296,0.0,146.0,146.0,133.5,133.5,126.0,126.0,0.045366469537839293,0.043211306765523635,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1119,2.774005889892578,6.612121212121213e-06,0.0481,train,2408465.0,0.5460528135299683,1.0,0.0,0.9249999523162842,0.1035098284482956,0.564446747303009,0.4670409858226776,0.4622097909450531,0.5460528135299683,0.4622097909450531,0.5460528135299683,1.0,0.0,0.9249999523162842,0.1035098284482956,0.564446747303009,0.4670409858226776,0.5460528135299683,0.4622097909450531,2.0,1.0015851259231567,0.22612382471561432,2.1475610733032227,0.013703513890504837,2026-04-11T21:46:59Z
+0.0,0.0,0.0,0.0,0.0,0.0,163.0,163.0,162.875,162.875,162.0,162.0,0.0052466230117715895,0.04324992276799506,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1120,0.031646136194467545,6.609090909090909e-06,-0.0001,train,2411344.0,0.6656447649002075,1.0,0.0,0.6666666865348816,0.0,0.998467206954956,2.982700607390143e-06,1.9751287254621275e-06,0.6656447649002075,1.9757069367187796e-06,0.6656447649002075,1.0,0.0,0.6666666865348816,0.0,0.998467206954956,2.982700607390143e-06,0.6656447649002075,1.9757069367187796e-06,1.057082176208496,0.9996026754379272,0.4007023572921753,0.9145364761352539,0.0016431320691481233,2026-04-11T21:47:05Z
+0.006582458503544331,0.006582458503544331,0.0016447368543595076,0.0016447368543595076,0.008227195357903838,0.0,77.0,77.0,72.625,72.625,61.0,61.0,0.10170990042388439,0.043288538770466484,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1121,5.260746955871582,6.606060606060607e-06,-0.0448,train,2413261.0,0.0058386242017149925,1.0,0.0,1.0,0.0,0.0058386242017149925,0.002312840661033988,0.0023128404282033443,0.0058386242017149925,0.002312840661033988,0.0058386242017149925,1.0,0.0,1.0,0.0,0.0058386242017149925,0.002312840661033988,0.0058386242017149925,0.002312840661033988,1.6017389297485352,1.0017359256744385,0.011370508931577206,4.47673225402832,0.02798517607152462,2026-04-11T21:47:11Z
+0.002601163083454594,0.002601163083454594,0.0008650519303046167,0.0008650519303046167,0.0034662150137592107,0.0,289.0,289.0,284.625,284.625,256.0,256.0,0.018305832403711975,0.04332715477293791,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1122,1.8486534357070923,6.603030303030303e-06,-0.0229,train,2416946.0,0.0059888469986617565,1.0,0.0,0.800000011920929,0.0,0.0074860588647425175,0.003230373840779066,0.002584299072623253,0.0059888469986617565,0.0025842993054538965,0.0059888469986617565,1.0,0.0,0.800000011920929,0.0,0.0074860588647425175,0.003230373840779066,0.0059888469986617565,0.0025842993054538965,2.0,1.0002622604370117,0.28797829151153564,1.2448701858520508,0.004391747061163187,2026-04-11T21:47:18Z
+0.0,0.0,0.0,0.0,0.0,0.0,49.0,49.0,49.0,49.0,49.0,49.0,0.024839470628648996,0.04336577077540933,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1123,0.0,6.600000000000001e-06,0.0,train,2418666.0,0.9879102110862732,1.0,0.0,1.0,0.0,0.9879102110862732,0.0,0.0,0.9879102110862732,0.0,0.9879102110862732,1.0,0.0,1.0,0.0,0.9879102110862732,0.0,0.9879102110862732,0.0,1.0804226398468018,1.001497507095337,0.8347713351249695,0.1805974692106247,0.002916015451774001,2026-04-11T21:47:23Z
+0.0,0.0,0.0,0.0,0.0,0.0,61.0,61.0,61.0,61.0,61.0,61.0,0.002108675726049114,0.043404386777880756,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1124,0.0,6.596969696969698e-06,0.0,train,2420498.0,0.9985920786857605,1.0,0.0,1.0,0.0,0.9985920786857605,0.0,0.0,0.9985920786857605,0.0,0.9985920786857605,1.0,0.0,1.0,0.0,0.9985920786857605,0.0,0.9985920786857605,0.0,1.0052423477172852,1.0001134872436523,0.9982930421829224,0.005228639580309391,0.00012347516894806176,2026-04-11T21:47:28Z
+0.0,0.0,0.0,0.0,0.0,0.0,307.0,307.0,295.75,295.75,289.0,289.0,0.0053885679808445275,0.04344300278035218,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1125,0.0,6.593939393939395e-06,0.0,train,2424688.0,0.7261558175086975,1.0,0.0,0.7272727489471436,0.0,0.9984642863273621,0.0,0.0,0.7261558175086975,0.0,0.7261558175086975,1.0,0.0,0.7272727489471436,0.0,0.9984642863273621,0.0,0.7261558175086975,0.0,1.2641671895980835,0.9990125894546509,0.18165360391139984,1.7056536674499512,0.0026164765004068613,2026-04-11T21:47:36Z
+0.0,0.0,0.0,0.0,0.0,0.0,60.0,60.0,60.0,60.0,60.0,60.0,0.01859230361878872,0.043481618782823604,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1126,0.0,6.590909090909091e-06,0.0,train,2426392.0,0.9865735769271851,1.0,0.0,1.0,0.0,0.9865735769271851,0.0,0.0,0.9865735769271851,0.0,0.9865735769271851,1.0,0.0,1.0,0.0,0.9865735769271851,0.0,0.9865735769271851,0.0,1.2449251413345337,0.9979950189590454,0.02882249280810356,3.5465991497039795,0.011119093745946884,2026-04-11T21:47:40Z
+0.0,0.0,0.0,0.0,0.0,0.0,91.0,91.0,91.0,91.0,91.0,91.0,0.0010559483562246896,0.04352023478529503,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1127,0.0,6.5878787878787885e-06,0.0,train,2428384.0,0.9985920786857605,1.0,0.0,1.0,0.0,0.9985920786857605,0.0,0.0,0.9985920786857605,0.0,0.9985920786857605,1.0,0.0,1.0,0.0,0.9985920786857605,0.0,0.9985920786857605,0.0,1.0069684982299805,1.0000923871994019,0.9992338418960571,0.006944278255105019,9.980119648389518e-05,2026-04-11T21:47:45Z
+0.010015423293225467,0.010015423293225467,0.0026178729021921754,0.0026178729021921754,0.012633296195417643,0.125,512.0,104.0,147.0,94.85714721679688,84.0,84.0,0.06913374830037355,0.04355885078776645,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1128,2.203399181365967,6.584848484848485e-06,-0.0845,train,2430432.0,0.018090665340423584,0.875,0.3535533845424652,0.7083333730697632,0.11785111576318741,0.02705313451588154,0.02497793175280094,0.01749170385301113,0.018090665340423584,0.01749170385301113,0.018090665340423584,0.875,0.3535533845424652,0.7083333730697632,0.11785111576318741,0.02705313451588154,0.02497793175280094,0.018090665340423584,0.01749170385301113,2.0,1.0034804344177246,0.3910922706127167,1.492810845375061,0.014606590382754803,2026-04-11T21:47:55Z
+0.012722764164209366,0.012722764164209366,0.002016128972172737,0.002016128972172737,0.014738893136382103,0.0,152.0,152.0,132.875,132.875,124.0,124.0,0.07547829509712756,0.043597466790237877,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1129,4.438967227935791,6.581818181818182e-06,-0.0474,train,2432847.0,0.010067595168948174,1.0,0.0,1.0,0.0,0.010067595168948174,0.012099563144147396,0.012099562212824821,0.010067595168948174,0.012099563144147396,0.010067595168948174,1.0,0.0,1.0,0.0,0.010067595168948174,0.012099563144147396,0.010067595168948174,0.012099563144147396,2.0,1.0018302202224731,0.00023103307466953993,8.372949600219727,0.03801698610186577,2026-04-11T21:48:01Z
+0.0,0.0,0.0,0.0,0.0,0.0,137.0,137.0,137.0,137.0,137.0,137.0,0.005225834396696882,0.0436360827927093,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1130,0.0,6.578787878787879e-06,0.0,train,2435391.0,0.7847388982772827,1.0,0.0,0.800000011920929,0.0,0.980923593044281,0.0,0.0,0.7847388982772827,0.0,0.7847388982772827,1.0,0.0,0.800000011920929,0.0,0.980923593044281,0.0,0.7847388982772827,0.0,1.011684775352478,0.999580442905426,0.6603178381919861,0.4150339663028717,0.0006849313504062593,2026-04-11T21:48:07Z
+0.00701042782748118,0.00701042782748118,0.007927836035378277,0.007927836035378277,0.014938263862859458,0.125,512.0,164.0,194.125,148.71429443359375,132.0,132.0,0.055357005912810564,0.043674698795180725,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1131,3.7873270511627197,6.575757575757577e-06,-0.1575,train,2437832.0,0.0285042654722929,0.875,0.3535533845424652,0.7250000238418579,0.2121320515871048,0.03643738478422165,0.02530757524073124,0.02118096500635147,0.0285042654722929,0.02118096500635147,0.0285042654722929,0.875,0.3535533845424652,0.7250000238418579,0.2121320515871048,0.03643738478422165,0.02530757524073124,0.0285042654722929,0.02118096500635147,1.878620982170105,0.9909701943397522,0.06855268776416779,2.680152654647827,0.03201490640640259,2026-04-11T21:48:17Z
+0.0004139072843827307,0.0004139072843827307,0.000871080148499459,0.000871080148499459,0.0012849874328821898,0.0,302.0,302.0,292.625,292.625,287.0,287.0,0.0024712488520890474,0.04371331479765215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1132,2.2841248512268066,6.572727272727273e-06,-0.0223,train,2442085.0,0.7065548896789551,1.0,0.0,0.7211538553237915,0.039811473339796066,0.9797583222389221,4.679692574427463e-05,0.038970947265625,0.7065548896789551,0.038970947265625,0.7065548896789551,1.0,0.0,0.7211538553237915,0.039811473339796066,0.9797583222389221,4.679692574427463e-05,0.7065548896789551,0.038970947265625,1.5071643590927124,0.999126672744751,0.1766144186258316,1.7337863445281982,0.0032520387321710587,2026-04-11T21:48:24Z
+0.0,0.0,0.0,0.0,0.0,0.0,32.0,32.0,32.0,32.0,32.0,32.0,0.0005665823264280334,0.04375193080012357,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1133,0.0,6.56969696969697e-06,0.0,train,2443613.0,0.9951131939888,1.0,0.0,1.0,0.0,0.9951131939888,0.0,0.0,0.9951131939888,0.0,0.9951131939888,1.0,0.0,1.0,0.0,0.9951131939888,0.0,0.9951131939888,0.0,1.0017701387405396,1.0000663995742798,1.0000001192092896,0.0017685489729046822,6.63905157125555e-05,2026-04-11T21:48:29Z
+0.012122844811528921,0.012122844811528921,0.03217253182083368,0.03217253182083368,0.044295376632362604,0.0,33.0,33.0,30.625,30.625,28.0,28.0,0.2852039057761431,0.043790546802595,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1134,13.081120491027832,6.566666666666667e-06,0.0373,train,2445010.0,0.4127254784107208,1.0,0.0,1.0,0.0,0.4127254784107208,0.372755229473114,0.372755229473114,0.4127254784107208,0.372755229473114,0.4127254784107208,1.0,0.0,1.0,0.0,0.4127254784107208,0.372755229473114,0.4127254784107208,0.372755229473114,1.6932135820388794,0.9982876181602478,0.2641509473323822,1.3312345743179321,0.060395125299692154,2026-04-11T21:48:33Z
+0.0,0.0,0.0,0.0,0.0,0.0,331.0,331.0,331.0,331.0,331.0,331.0,0.0008706011249159928,0.04382916280506642,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1135,0.0,6.563636363636364e-06,0.0,train,2449362.0,0.8449625372886658,1.0,0.0,0.8461538553237915,0.0,0.9985920786857605,0.0,0.0,0.8449625372886658,0.0,0.8449625372886658,1.0,0.0,0.8461538553237915,0.0,0.9985920786857605,0.0,0.8449625372886658,0.0,1.017169713973999,1.000062346458435,0.9915810823440552,0.017023995518684387,7.297201955225319e-05,2026-04-11T21:48:41Z
+0.0,0.0,0.0,0.0,0.0,0.0,61.0,61.0,61.0,61.0,61.0,61.0,0.0014408476781682111,0.043867778807537845,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1136,0.0,6.56060606060606e-06,0.0,train,2451098.0,0.9985920786857605,1.0,0.0,1.0,0.0,0.9985920786857605,0.0,0.0,0.9985920786857605,0.0,0.9985920786857605,1.0,0.0,1.0,0.0,0.9985920786857605,0.0,0.9985920786857605,0.0,1.0083328485488892,1.0001276731491089,0.9934648871421814,0.008298270404338837,0.00016016287554521114,2026-04-11T21:48:46Z
+0.0,0.0,0.0,0.0,0.0,0.0,61.0,61.0,61.0,61.0,61.0,61.0,0.0018004292651312426,0.04390639481000927,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1137,0.0,6.5575757575757585e-06,0.0,train,2452922.0,0.9985920786857605,1.0,0.0,1.0,0.0,0.9985920786857605,0.0,0.0,0.9985920786857605,0.0,0.9985920786857605,1.0,0.0,1.0,0.0,0.9985920786857605,0.0,0.9985920786857605,0.0,1.0113914012908936,1.0001767873764038,0.994108259677887,0.011327030137181282,0.00022661424009129405,2026-04-11T21:48:51Z
+0.0,0.0,0.0011904762359336019,0.0011904762359336019,0.0011904762359336019,0.0,105.0,105.0,98.0,98.0,97.0,97.0,0.012036932515911758,0.04394501081248069,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1138,4.488828182220459,6.554545454545455e-06,0.0154,train,2454978.0,0.9884132146835327,1.0,0.0,1.0,0.0,0.9884132146835327,0.00012789461470674723,0.00012789761240128428,0.9884132146835327,0.00012789461470674723,0.9884132146835327,1.0,0.0,1.0,0.0,0.9884132146835327,0.00012789461470674723,0.9884132146835327,0.00012789461470674723,1.0543768405914307,0.9997903108596802,0.6016448736190796,0.5080879926681519,0.00240718643181026,2026-04-11T21:48:56Z
+0.0045437406515702605,0.0045437406515702605,0.011396670481190085,0.011396670481190085,0.015940411132760346,0.25,512.0,88.0,190.625,83.5,76.0,76.0,0.13788712210953236,0.04398362681495212,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1139,1.7216053009033203,6.551515151515152e-06,-0.059,train,2456767.0,0.11745582520961761,0.75,0.4629100561141968,0.875,0.2314550280570984,0.15200825035572052,0.18127578496932983,0.18092523515224457,0.11745582520961761,0.18092525005340576,0.11745582520961761,0.75,0.4629100561141968,0.875,0.2314550280570984,0.15200825035572052,0.18127578496932983,0.11745582520961761,0.18092525005340576,2.0,1.010207176208496,0.5244839191436768,1.0056216716766357,0.026299957185983658,2026-04-11T21:49:06Z
+0.0017123287543654442,0.0017123287543654442,0.0028409091755747795,0.0028409091755747795,0.004553237929940224,0.0,88.0,88.0,74.625,74.625,72.0,72.0,0.020905857323668897,0.04402224281742354,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1140,4.255577564239502,6.5484848484848494e-06,0.0628,train,2458764.0,0.9828473925590515,1.0,0.0,1.0,0.0,0.9828473925590515,0.015827437862753868,0.015827437862753868,0.9828473925590515,0.015827437862753868,0.9828473925590515,1.0,0.0,1.0,0.0,0.9828473925590515,0.015827437862753868,0.9828473925590515,0.015827437862753868,1.8631874322891235,1.0000231266021729,0.3830648958683014,0.9595508575439453,0.006431057117879391,2026-04-11T21:49:11Z
+0.0,0.0,0.0008620689623057842,0.0008620689623057842,0.0008620689623057842,0.0,145.0,145.0,145.0,145.0,145.0,145.0,0.007926426886115223,0.044060858819894966,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1141,0.48495835065841675,6.545454545454546e-06,-0.0002,train,2461268.0,0.9984445571899414,1.0,0.0,1.0,0.0,0.9984445571899414,4.436980452737771e-05,4.4368985982146114e-05,0.9984445571899414,4.436980452737771e-05,0.9984445571899414,1.0,0.0,1.0,0.0,0.9984445571899414,4.436980452737771e-05,0.9984445571899414,4.436980452737771e-05,1.357720136642456,1.000628113746643,0.7612590193748474,0.30580687522888184,0.0013455023290589452,2026-04-11T21:49:17Z
+0.0,0.0,0.0,0.0,0.0,0.0,145.0,145.0,145.0,145.0,145.0,145.0,0.006758017058018595,0.04409947482236639,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1142,0.0,6.542424242424243e-06,0.0,train,2463852.0,0.9984685182571411,1.0,0.0,1.0,0.0,0.9984685182571411,0.0,0.0,0.9984685182571411,0.0,0.9984685182571411,1.0,0.0,1.0,0.0,0.9984685182571411,0.0,0.9984685182571411,0.0,1.0570241212844849,1.0006191730499268,0.9495499134063721,0.05545756220817566,0.0007693552761338651,2026-04-11T21:49:22Z
+0.01533242140430957,0.01533242140430957,0.010165429906919599,0.010165429906919599,0.02549785131122917,0.0,99.0,99.0,98.0,98.0,97.0,97.0,0.03108868794515729,0.044138090824837814,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1143,7.574105739593506,6.5393939393939395e-06,0.0079,train,2465932.0,0.9961534738540649,1.0,0.0,1.0,0.0,0.9961534738540649,0.0004939694190397859,0.0004939701757393777,0.9961534738540649,0.0004939694190397859,0.9961534738540649,1.0,0.0,1.0,0.0,0.9961534738540649,0.0004939694190397859,0.9961534738540649,0.0004939694190397859,2.0,0.9875028729438782,6.331559234240558e-06,11.969964027404785,0.06125796586275101,2026-04-11T21:49:28Z
+0.008517320267856121,0.008517320267856121,0.023183429846540093,0.023183429846540093,0.031700750114396214,0.0,76.0,76.0,74.375,74.375,71.0,71.0,0.14179788995534182,0.04417670682730924,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1144,5.928881645202637,6.536363636363638e-06,0.0095,train,2467703.0,0.09135062992572784,1.0,0.0,1.0,0.0,0.09135062992572784,0.11340192705392838,0.11340192705392838,0.09135062992572784,0.11340192705392838,0.09135062992572784,1.0,0.0,1.0,0.0,0.09135062992572784,0.11340192705392838,0.09135062992572784,0.11340192705392838,1.9065487384796143,1.0000197887420654,0.3080666959285736,1.1774389743804932,0.03074265830218792,2026-04-11T21:49:33Z
+0.018881766591221094,0.018881766591221094,0.0048584905453026295,0.0048584905453026295,0.023740257136523724,0.0,54.0,54.0,51.625,51.625,50.0,50.0,0.10274306312203407,0.04421532282978066,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1145,21.684476852416992,6.533333333333334e-06,0.0337,train,2469476.0,0.9845475554466248,1.0,0.0,1.0,0.0,0.9845475554466248,0.006476144306361675,0.006476134527474642,0.9845475554466248,0.006476144306361675,0.9845475554466248,1.0,0.0,1.0,0.0,0.9845475554466248,0.006476144306361675,0.9845475554466248,0.006476144306361675,2.0,1.0010600090026855,0.26287373900413513,1.3360815048217773,0.024862729012966156,2026-04-11T21:49:37Z
+0.0,0.0,0.0011363636003807187,0.0011363636003807187,0.0011363636003807187,0.0,110.0,110.0,109.125,109.125,109.0,109.0,0.010223650955595076,0.044253938832252086,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1146,0.23874546587467194,6.530303030303031e-06,0.0004,train,2471677.0,0.9984644651412964,1.0,0.0,1.0,0.0,0.9984644651412964,1.1474165148683824e-05,1.1474165148683824e-05,0.9984644651412964,1.1474165148683824e-05,0.9984644651412964,1.0,0.0,1.0,0.0,0.9984644651412964,1.1474165148683824e-05,0.9984644651412964,1.1474165148683824e-05,1.7753676176071167,1.0007884502410889,0.750515341758728,0.574007511138916,0.0021614141296595335,2026-04-11T21:49:43Z
+0.0,0.0,0.0,0.0,0.0,0.0,62.0,62.0,62.0,62.0,62.0,62.0,0.0011408074205974117,0.04429255483472351,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1147,0.0,6.527272727272728e-06,0.0,train,2473461.0,0.9959487915039062,1.0,0.0,1.0,0.0,0.9959487915039062,0.0,0.0,0.9959487915039062,0.0,0.9959487915039062,1.0,0.0,1.0,0.0,0.9959487915039062,0.0,0.9959487915039062,0.0,1.0042123794555664,1.0000803470611572,0.9965609908103943,0.004203472752124071,0.0001102359892684035,2026-04-11T21:49:47Z
+0.0,0.0,0.0,0.0,0.0,0.0,242.0,242.0,242.0,242.0,242.0,242.0,0.000526532585354289,0.044331170837194935,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1148,0.0,6.524242424242425e-06,0.0,train,2477093.0,0.8724104762077332,1.0,0.0,0.875,0.0,0.9970405697822571,0.0,0.0,0.8724104762077332,0.0,0.8724104762077332,1.0,0.0,0.875,0.0,0.9970405697822571,0.0,0.8724104762077332,0.0,1.0139048099517822,1.000036358833313,0.9911676645278931,0.01380898617208004,5.853495167684741e-05,2026-04-11T21:49:54Z
+0.00032383418874815106,0.00032383418874815106,0.0,0.0,0.00032383418874815106,0.0,386.0,386.0,372.0,372.0,370.0,370.0,0.0008104511016426841,0.04436978683966636,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1149,0.35263416171073914,6.521212121212121e-06,-0.0126,train,2481621.0,0.9243130683898926,1.0,0.0,0.9270833730697632,0.029462777078151703,0.9970118999481201,1.4546116062774672e-06,0.029373306781053543,0.9243130683898926,0.029373299330472946,0.9243130683898926,1.0,0.0,0.9270833730697632,0.029462777078151703,0.9970118999481201,1.4546116062774672e-06,0.9243130683898926,0.029373299330472946,1.0790009498596191,0.99934321641922,0.10128037631511688,2.289862632751465,0.0017782310023903847,2026-04-11T21:50:03Z
+0.009015594609081745,0.009015594609081745,0.004067460540682077,0.004067460540682077,0.013083055149763823,0.0,63.0,63.0,57.5,57.5,54.0,54.0,0.05149026960134506,0.04440840284213778,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1150,5.2525129318237305,6.5181818181818195e-06,0.0522,train,2483289.0,0.8777114748954773,1.0,0.0,1.0,0.0,0.8777114748954773,0.16049861907958984,0.16049860417842865,0.8777114748954773,0.16049861907958984,0.8777114748954773,1.0,0.0,1.0,0.0,0.8777114748954773,0.16049861907958984,0.8777114748954773,0.16049861907958984,1.5273561477661133,0.9977035522460938,0.006705376319587231,5.00484561920166,0.024218173697590828,2026-04-11T21:50:08Z
+,,,,,,,,,,,,,0.04440840284213778,0.0,0.0,0.0,0.0,0.0,0.057692307692307696,447.0,396.38461538461536,216.47115384615384,197.60806157038763,60.76923076923077,60.76923076923077,0.017647026679836787,0.0,nan,2483289.0,0.511953374514213,1.0,0.0,0.9469390053015488,0.06932907207654072,0.5331913347427661,0.45816060442190903,nan,0.511953374514213,0.440208015533594,0.511953374514213,1.0,0.0,0.9469390053015488,0.06932907207654072,0.5331913347427661,0.45816060442190903,0.511953374514213,0.440208015533594,84.6125,1.229,1.403554081916809,1.0007386207580566,0.629830559858909,0.5305701494216919,0.0024267814587801695,0.154,,1150,,,,eval,,,,,,,,,,,,,,,,,,,,,,,,,,2026-04-11T21:51:32Z
+0.006250000325962901,0.006250000325962901,0.003968254197388887,0.003968254197388887,0.010218254523351789,0.0,136.0,136.0,122.75,122.75,120.0,120.0,0.013336000498384237,0.04444701884460921,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1151,3.7881219387054443,6.515151515151516e-06,0.0504,train,2485639.0,0.888770341873169,1.0,0.0,1.0,0.0,0.888770341873169,0.21289391815662384,0.21289391815662384,0.888770341873169,0.21289391815662384,0.888770341873169,1.0,0.0,1.0,0.0,0.888770341873169,0.21289391815662384,0.888770341873169,0.21289391815662384,1.9864379167556763,0.9987115263938904,0.0021391669288277626,6.1473388671875,0.020240498706698418,2026-04-11T21:51:41Z

metrics.jsonl

@@ -1121,3 +1121,54 @@
 {"timestamp_utc": "2026-04-11T21:44:01Z", "mode": "train", "global_step": 1100, "epoch": 0.04247760271856657, "loss": -0.0306, "grad_norm": 2.0620083808898926, "learning_rate": 6.66969696969697e-06, "num_tokens": 2369329.0, "completions/mean_length": 156.0, "completions/min_length": 145.0, "completions/max_length": 163.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 156.0, "completions/min_terminated_length": 145.0, "completions/max_terminated_length": 163.0, "rewards/meter/mean": 0.9976032972335815, "rewards/meter/std": 0.0007398881716653705, "rewards/count_adherence/mean": 0.800000011920929, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.7980826497077942, "rewards/total_composite/std": 0.0005919100949540734, "reward": 0.7980826497077942, "reward_std": 0.0005919178947806358, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.003971020225435495, "sampling/sampling_logp_difference/max": 0.6630861759185791, "sampling/importance_sampling_ratio/min": 0.5152587294578552, "sampling/importance_sampling_ratio/mean": 1.0009613037109375, "sampling/importance_sampling_ratio/max": 1.730522871017456, "entropy": 0.030738614965230227, "clip_ratio/low_mean": 0.0016737572732381523, "clip_ratio/low_min": 0.0016737572732381523, "clip_ratio/high_mean": 0.0015337422955781221, "clip_ratio/high_max": 0.0015337422955781221, "clip_ratio/region_mean": 0.0032074995688162744, "reward_total_mean": 0.7980826497077942, "reward_meter_mean": 0.9976032972335815, "reward_meter_std": 0.0007398881716653705, "reward_count_adherence_mean": 0.800000011920929, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.7980826497077942, "reward_total_composite_std": 0.0005919100949540734}
 {"timestamp_utc": "2026-04-11T21:45:15Z", "mode": "eval", "global_step": 1100, "epoch": 0.04247760271856657, "eval_loss": NaN, "eval_runtime": 73.9179, "eval_samples_per_second": 1.407, "eval_steps_per_second": 0.176, "eval_num_tokens": 2369329.0, "eval_completions/mean_length": 177.95192307692307, "eval_completions/min_length": 57.38461538461539, "eval_completions/max_length": 390.15384615384613, "eval_completions/clipped_ratio": 0.028846153846153848, "eval_completions/mean_terminated_length": 167.59066126896784, "eval_completions/min_terminated_length": 57.38461538461539, "eval_completions/max_terminated_length": 341.7692307692308, "eval_rewards/meter/mean": 0.6938754916191101, "eval_rewards/meter/std": 0.4057489140675618, "eval_rewards/count_adherence/mean": 0.8606285040195172, "eval_rewards/count_adherence/std": 0.14204404417138833, "eval_rewards/arabic_clean/mean": 0.9807692307692307, "eval_rewards/arabic_clean/std": 0.05439282839114849, "eval_rewards/total_composite/mean": 0.5808727557842548, "eval_rewards/total_composite/std": 0.372596684556741, "eval_reward": 0.5808727557842548, "eval_reward_std": NaN, "eval_frac_reward_zero_std": 0.0, "eval_sampling/sampling_logp_difference/mean": 0.0031142185639160182, "eval_sampling/sampling_logp_difference/max": 0.6837713030668405, "eval_sampling/importance_sampling_ratio/min": 0.542173194197508, "eval_sampling/importance_sampling_ratio/mean": 1.000536437218006, "eval_sampling/importance_sampling_ratio/max": 1.281661501297584, "eval_entropy": 0.022705065874526136, "eval_clip_ratio/low_mean": 0.0, "eval_clip_ratio/low_min": 0.0, "eval_clip_ratio/high_mean": 0.0, "eval_clip_ratio/high_max": 0.0, "eval_clip_ratio/region_mean": 0.0, "eval_reward_total_mean": 0.5808727557842548, "eval_reward_meter_mean": 0.6938754916191101, "eval_reward_meter_std": 0.4057489140675618, "eval_reward_count_adherence_mean": 0.8606285040195172, "eval_reward_count_adherence_std": 0.14204404417138833, "eval_reward_arabic_clean_mean": 0.9807692307692307, "eval_reward_arabic_clean_std": 0.05439282839114849, "eval_reward_total_composite_mean": 0.5808727557842548, "eval_reward_total_composite_std": 0.372596684556741}
 {"timestamp_utc": "2026-04-11T21:45:24Z", "mode": "train", "global_step": 1101, "epoch": 0.042516218721038, "loss": -0.2286, "grad_norm": 5.9600019454956055, "learning_rate": 6.666666666666667e-06, "num_tokens": 2371113.0, "completions/mean_length": 62.0, "completions/min_length": 18.0, "completions/max_length": 73.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 62.0, "completions/min_terminated_length": 18.0, "completions/max_terminated_length": 73.0, "rewards/meter/mean": 0.772131621837616, "rewards/meter/std": 0.34598708152770996, "rewards/count_adherence/mean": 0.875, "rewards/count_adherence/std": 0.3535533845424652, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.772131621837616, "rewards/total_composite/std": 0.34598708152770996, "reward": 0.772131621837616, "reward_std": 0.34598708152770996, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.040163177996873856, "sampling/sampling_logp_difference/max": 1.5425870418548584, "sampling/importance_sampling_ratio/min": 0.2138272076845169, "sampling/importance_sampling_ratio/mean": 1.0026087760925293, "sampling/importance_sampling_ratio/max": 1.7506089210510254, "entropy": 0.2632972849532962, "clip_ratio/low_mean": 0.01245915051549673, "clip_ratio/low_min": 0.01245915051549673, "clip_ratio/high_mean": 0.023881223052740097, "clip_ratio/high_max": 0.023881223052740097, "clip_ratio/region_mean": 0.03634037356823683, "reward_total_mean": 0.772131621837616, "reward_meter_mean": 0.772131621837616, "reward_meter_std": 0.34598708152770996, "reward_count_adherence_mean": 0.875, "reward_count_adherence_std": 0.3535533845424652, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.772131621837616, "reward_total_composite_std": 0.34598708152770996}
+{"timestamp_utc": "2026-04-11T21:45:29Z", "mode": "train", "global_step": 1102, "epoch": 0.042554834723509426, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.663636363636365e-06, "num_tokens": 2372961.0, "completions/mean_length": 61.0, "completions/min_length": 61.0, "completions/max_length": 61.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 61.0, "completions/min_terminated_length": 61.0, "completions/max_terminated_length": 61.0, "rewards/meter/mean": 0.9985920786857605, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9985920786857605, "rewards/total_composite/std": 0.0, "reward": 0.9985920786857605, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.00010852154809981585, "sampling/sampling_logp_difference/max": 0.007473420351743698, "sampling/importance_sampling_ratio/min": 0.9969366788864136, "sampling/importance_sampling_ratio/mean": 1.0000767707824707, "sampling/importance_sampling_ratio/max": 1.007501482963562, "entropy": 0.0009841258579399437, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.9985920786857605, "reward_meter_mean": 0.9985920786857605, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9985920786857605, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:45:35Z", "mode": "train", "global_step": 1103, "epoch": 0.04259345072598085, "loss": -0.014, "grad_norm": 1.3136855363845825, "learning_rate": 6.660606060606061e-06, "num_tokens": 2375603.0, "completions/mean_length": 139.25, "completions/min_length": 137.0, "completions/max_length": 145.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 139.25, "completions/min_terminated_length": 137.0, "completions/max_terminated_length": 145.0, "rewards/meter/mean": 0.9981851577758789, "rewards/meter/std": 0.00017230756930075586, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9981851577758789, "rewards/total_composite/std": 0.00017230756930075586, "reward": 0.9981851577758789, "reward_std": 0.00017229857621714473, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.0030210025142878294, "sampling/sampling_logp_difference/max": 0.3306952714920044, "sampling/importance_sampling_ratio/min": 0.7184240818023682, "sampling/importance_sampling_ratio/mean": 0.9999781250953674, "sampling/importance_sampling_ratio/max": 1.2929089069366455, "entropy": 0.021428768755868077, "clip_ratio/low_mean": 0.0036231884732842445, "clip_ratio/low_min": 0.0036231884732842445, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0036231884732842445, "reward_total_mean": 0.9981851577758789, "reward_meter_mean": 0.9981851577758789, "reward_meter_std": 0.00017230756930075586, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9981851577758789, "reward_total_composite_std": 0.00017230756930075586}
+{"timestamp_utc": "2026-04-11T21:45:42Z", "mode": "train", "global_step": 1104, "epoch": 0.042632066728452274, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.657575757575758e-06, "num_tokens": 2379419.0, "completions/mean_length": 271.0, "completions/min_length": 271.0, "completions/max_length": 271.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 271.0, "completions/min_terminated_length": 271.0, "completions/max_terminated_length": 271.0, "rewards/meter/mean": 0.9985920786857605, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 0.8181818127632141, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.8170298933982849, "rewards/total_composite/std": 0.0, "reward": 0.8170298933982849, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.00010036063758889213, "sampling/sampling_logp_difference/max": 0.026611091569066048, "sampling/importance_sampling_ratio/min": 0.9737398624420166, "sampling/importance_sampling_ratio/mean": 1.0000735521316528, "sampling/importance_sampling_ratio/max": 1.0152407884597778, "entropy": 0.0003895306908816565, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.8170298933982849, "reward_meter_mean": 0.9985920786857605, "reward_meter_std": 0.0, "reward_count_adherence_mean": 0.8181818127632141, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.8170298933982849, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:45:47Z", "mode": "train", "global_step": 1105, "epoch": 0.0426706827309237, "loss": -0.063, "grad_norm": 9.432920455932617, "learning_rate": 6.654545454545455e-06, "num_tokens": 2380899.0, "completions/mean_length": 29.0, "completions/min_length": 26.0, "completions/max_length": 33.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 29.0, "completions/min_terminated_length": 26.0, "completions/max_terminated_length": 33.0, "rewards/meter/mean": 0.9883742928504944, "rewards/meter/std": 0.013260845094919205, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9883742928504944, "rewards/total_composite/std": 0.013260845094919205, "reward": 0.9883742928504944, "reward_std": 0.013260837644338608, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.031237933784723282, "sampling/sampling_logp_difference/max": 1.4528617858886719, "sampling/importance_sampling_ratio/min": 0.25039586424827576, "sampling/importance_sampling_ratio/mean": 1.0062172412872314, "sampling/importance_sampling_ratio/max": 2.0, "entropy": 0.14257134380750358, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.008342602755874395, "clip_ratio/high_max": 0.008342602755874395, "clip_ratio/region_mean": 0.008342602755874395, "reward_total_mean": 0.9883742928504944, "reward_meter_mean": 0.9883742928504944, "reward_meter_std": 0.013260845094919205, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9883742928504944, "reward_total_composite_std": 0.013260845094919205}
+{"timestamp_utc": "2026-04-11T21:45:52Z", "mode": "train", "global_step": 1106, "epoch": 0.04270929873339512, "loss": 0.015, "grad_norm": 3.427839756011963, "learning_rate": 6.651515151515152e-06, "num_tokens": 2383097.0, "completions/mean_length": 111.75, "completions/min_length": 105.0, "completions/max_length": 119.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 111.75, "completions/min_terminated_length": 105.0, "completions/max_terminated_length": 119.0, "rewards/meter/mean": 0.4524507522583008, "rewards/meter/std": 0.2328236848115921, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.4524507522583008, "rewards/total_composite/std": 0.2328236848115921, "reward": 0.4524507522583008, "reward_std": 0.2328236848115921, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.020164301618933678, "sampling/sampling_logp_difference/max": 1.8077073097229004, "sampling/importance_sampling_ratio/min": 0.1640297770500183, "sampling/importance_sampling_ratio/mean": 0.99989914894104, "sampling/importance_sampling_ratio/max": 2.0, "entropy": 0.07199247367680073, "clip_ratio/low_mean": 0.0055914610857144, "clip_ratio/low_min": 0.0055914610857144, "clip_ratio/high_mean": 0.011224456364288926, "clip_ratio/high_max": 0.011224456364288926, "clip_ratio/region_mean": 0.016815917450003326, "reward_total_mean": 0.4524507522583008, "reward_meter_mean": 0.4524507522583008, "reward_meter_std": 0.2328236848115921, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.4524507522583008, "reward_total_composite_std": 0.2328236848115921}
+{"timestamp_utc": "2026-04-11T21:45:57Z", "mode": "train", "global_step": 1107, "epoch": 0.042747914735866546, "loss": 0.0209, "grad_norm": 6.449989318847656, "learning_rate": 6.6484848484848485e-06, "num_tokens": 2384709.0, "completions/mean_length": 50.5, "completions/min_length": 48.0, "completions/max_length": 54.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 50.5, "completions/min_terminated_length": 48.0, "completions/max_terminated_length": 54.0, "rewards/meter/mean": 0.9843699932098389, "rewards/meter/std": 0.004019024316221476, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9843699932098389, "rewards/total_composite/std": 0.004019024316221476, "reward": 0.9843699932098389, "reward_std": 0.00401902524754405, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.03694266453385353, "sampling/sampling_logp_difference/max": 2.5510663986206055, "sampling/importance_sampling_ratio/min": 0.07799844443798065, "sampling/importance_sampling_ratio/mean": 0.9934430718421936, "sampling/importance_sampling_ratio/max": 2.0, "entropy": 0.13322050124406815, "clip_ratio/low_mean": 0.004950980423018336, "clip_ratio/low_min": 0.004950980423018336, "clip_ratio/high_mean": 0.012708333320915699, "clip_ratio/high_max": 0.012708333320915699, "clip_ratio/region_mean": 0.017659313743934035, "reward_total_mean": 0.9843699932098389, "reward_meter_mean": 0.9843699932098389, "reward_meter_std": 0.004019024316221476, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9843699932098389, "reward_total_composite_std": 0.004019024316221476}
+{"timestamp_utc": "2026-04-11T21:46:03Z", "mode": "train", "global_step": 1108, "epoch": 0.04278653073833797, "loss": 0.0137, "grad_norm": 11.623807907104492, "learning_rate": 6.645454545454546e-06, "num_tokens": 2386216.0, "completions/mean_length": 26.375, "completions/min_length": 24.0, "completions/max_length": 28.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 26.375, "completions/min_terminated_length": 24.0, "completions/max_terminated_length": 28.0, "rewards/meter/mean": 0.9814929962158203, "rewards/meter/std": 0.008537075482308865, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9814929962158203, "rewards/total_composite/std": 0.008537075482308865, "reward": 0.9814929962158203, "reward_std": 0.00853707455098629, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.03857656940817833, "sampling/sampling_logp_difference/max": 1.7021937370300293, "sampling/importance_sampling_ratio/min": 0.1822832077741623, "sampling/importance_sampling_ratio/mean": 0.9879005551338196, "sampling/importance_sampling_ratio/max": 1.245644450187683, "entropy": 0.19634724967181683, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.03787647606804967, "clip_ratio/high_max": 0.03787647606804967, "clip_ratio/region_mean": 0.03787647606804967, "reward_total_mean": 0.9814929962158203, "reward_meter_mean": 0.9814929962158203, "reward_meter_std": 0.008537075482308865, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9814929962158203, "reward_total_composite_std": 0.008537075482308865}
+{"timestamp_utc": "2026-04-11T21:46:07Z", "mode": "train", "global_step": 1109, "epoch": 0.042825146740809394, "loss": -0.0099, "grad_norm": 2.722727060317993, "learning_rate": 6.642424242424242e-06, "num_tokens": 2388091.0, "completions/mean_length": 72.375, "completions/min_length": 70.0, "completions/max_length": 73.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 72.375, "completions/min_terminated_length": 70.0, "completions/max_terminated_length": 73.0, "rewards/meter/mean": 0.9982842206954956, "rewards/meter/std": 0.00037441932363435626, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9982842206954956, "rewards/total_composite/std": 0.00037441932363435626, "reward": 0.9982842206954956, "reward_std": 0.00037443003384396434, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.004766764119267464, "sampling/sampling_logp_difference/max": 0.5304169654846191, "sampling/importance_sampling_ratio/min": 0.5883596539497375, "sampling/importance_sampling_ratio/mean": 1.000014066696167, "sampling/importance_sampling_ratio/max": 1.271781086921692, "entropy": 0.029869895428419113, "clip_ratio/low_mean": 0.0035714285913854837, "clip_ratio/low_min": 0.0035714285913854837, "clip_ratio/high_mean": 0.0017123287543654442, "clip_ratio/high_max": 0.0017123287543654442, "clip_ratio/region_mean": 0.005283757345750928, "reward_total_mean": 0.9982842206954956, "reward_meter_mean": 0.9982842206954956, "reward_meter_std": 0.00037441932363435626, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9982842206954956, "reward_total_composite_std": 0.00037441932363435626}
+{"timestamp_utc": "2026-04-11T21:46:12Z", "mode": "train", "global_step": 1110, "epoch": 0.04286376274328082, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.63939393939394e-06, "num_tokens": 2389963.0, "completions/mean_length": 62.0, "completions/min_length": 62.0, "completions/max_length": 62.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 62.0, "completions/min_terminated_length": 62.0, "completions/max_terminated_length": 62.0, "rewards/meter/mean": 0.9959487915039062, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9959487915039062, "rewards/total_composite/std": 0.0, "reward": 0.9959487915039062, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.00021878920961171389, "sampling/sampling_logp_difference/max": 0.0036456617526710033, "sampling/importance_sampling_ratio/min": 0.9998347759246826, "sampling/importance_sampling_ratio/mean": 1.000218152999878, "sampling/importance_sampling_ratio/max": 1.0036523342132568, "entropy": 0.0016348987410310656, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.9959487915039062, "reward_meter_mean": 0.9959487915039062, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9959487915039062, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:46:17Z", "mode": "train", "global_step": 1111, "epoch": 0.04290237874575224, "loss": -0.0114, "grad_norm": 1.1772817373275757, "learning_rate": 6.6363636363636375e-06, "num_tokens": 2391880.0, "completions/mean_length": 81.625, "completions/min_length": 78.0, "completions/max_length": 83.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 81.625, "completions/min_terminated_length": 78.0, "completions/max_terminated_length": 83.0, "rewards/meter/mean": 0.8804362416267395, "rewards/meter/std": 0.020153922960162163, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.8804362416267395, "rewards/total_composite/std": 0.020153922960162163, "reward": 0.8804362416267395, "reward_std": 0.02015392854809761, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.012632966041564941, "sampling/sampling_logp_difference/max": 2.2472591400146484, "sampling/importance_sampling_ratio/min": 0.10568850487470627, "sampling/importance_sampling_ratio/mean": 1.0001097917556763, "sampling/importance_sampling_ratio/max": 2.0, "entropy": 0.03438670525792986, "clip_ratio/low_mean": 0.0016025641234591603, "clip_ratio/low_min": 0.0016025641234591603, "clip_ratio/high_mean": 0.009184887632727623, "clip_ratio/high_max": 0.009184887632727623, "clip_ratio/region_mean": 0.010787451756186783, "reward_total_mean": 0.8804362416267395, "reward_meter_mean": 0.8804362416267395, "reward_meter_std": 0.020153922960162163, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.8804362416267395, "reward_total_composite_std": 0.020153922960162163}
+{"timestamp_utc": "2026-04-11T21:46:22Z", "mode": "train", "global_step": 1112, "epoch": 0.04294099474822367, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.633333333333334e-06, "num_tokens": 2393504.0, "completions/mean_length": 57.0, "completions/min_length": 57.0, "completions/max_length": 57.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 57.0, "completions/min_terminated_length": 57.0, "completions/max_terminated_length": 57.0, "rewards/meter/mean": 0.8246031403541565, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.8246031403541565, "rewards/total_composite/std": 0.0, "reward": 0.8246031403541565, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.0025924842339009047, "sampling/sampling_logp_difference/max": 0.2582397758960724, "sampling/importance_sampling_ratio/min": 0.7724100351333618, "sampling/importance_sampling_ratio/mean": 0.9993739724159241, "sampling/importance_sampling_ratio/max": 1.0344194173812866, "entropy": 0.010429158399347216, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.8246031403541565, "reward_meter_mean": 0.8246031403541565, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.8246031403541565, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:46:27Z", "mode": "train", "global_step": 1113, "epoch": 0.04297961075069509, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.630303030303031e-06, "num_tokens": 2395152.0, "completions/mean_length": 57.0, "completions/min_length": 57.0, "completions/max_length": 57.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 57.0, "completions/min_terminated_length": 57.0, "completions/max_terminated_length": 57.0, "rewards/meter/mean": 0.8420836925506592, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.8420836925506592, "rewards/total_composite/std": 0.0, "reward": 0.8420836925506592, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.0006502047181129456, "sampling/sampling_logp_difference/max": 0.022446556016802788, "sampling/importance_sampling_ratio/min": 0.9778034687042236, "sampling/importance_sampling_ratio/mean": 1.0003682374954224, "sampling/importance_sampling_ratio/max": 1.0151196718215942, "entropy": 0.004856940591707826, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.8420836925506592, "reward_meter_mean": 0.8420836925506592, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.8420836925506592, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:46:33Z", "mode": "train", "global_step": 1114, "epoch": 0.043018226753166515, "loss": -0.0013, "grad_norm": 1.41348397731781, "learning_rate": 6.627272727272728e-06, "num_tokens": 2397325.0, "completions/mean_length": 90.625, "completions/min_length": 89.0, "completions/max_length": 92.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 90.625, "completions/min_terminated_length": 89.0, "completions/max_terminated_length": 92.0, "rewards/meter/mean": 0.9967718124389648, "rewards/meter/std": 0.00015542571782134473, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9967718124389648, "rewards/total_composite/std": 0.00015542571782134473, "reward": 0.9967718124389648, "reward_std": 0.00015544342750217766, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.009261665865778923, "sampling/sampling_logp_difference/max": 1.2413575649261475, "sampling/importance_sampling_ratio/min": 0.28899163007736206, "sampling/importance_sampling_ratio/mean": 0.9978534579277039, "sampling/importance_sampling_ratio/max": 1.1216578483581543, "entropy": 0.030776873929426074, "clip_ratio/low_mean": 0.0027173913549631834, "clip_ratio/low_min": 0.0027173913549631834, "clip_ratio/high_mean": 0.0013888889225199819, "clip_ratio/high_max": 0.0013888889225199819, "clip_ratio/region_mean": 0.004106280277483165, "reward_total_mean": 0.9967718124389648, "reward_meter_mean": 0.9967718124389648, "reward_meter_std": 0.00015542571782134473, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9967718124389648, "reward_total_composite_std": 0.00015542571782134473}
+{"timestamp_utc": "2026-04-11T21:46:39Z", "mode": "train", "global_step": 1115, "epoch": 0.04305684275563794, "loss": 0.0356, "grad_norm": 1.2258256673812866, "learning_rate": 6.624242424242425e-06, "num_tokens": 2399993.0, "completions/mean_length": 136.5, "completions/min_length": 132.0, "completions/max_length": 150.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 136.5, "completions/min_terminated_length": 132.0, "completions/max_terminated_length": 150.0, "rewards/meter/mean": 0.8965202569961548, "rewards/meter/std": 0.10726836323738098, "rewards/count_adherence/mean": 0.8333333134651184, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.7471002340316772, "rewards/total_composite/std": 0.08939030766487122, "reward": 0.7471002340316772, "reward_std": 0.08939030766487122, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.0015983968041837215, "sampling/sampling_logp_difference/max": 0.3348802328109741, "sampling/importance_sampling_ratio/min": 0.7790073156356812, "sampling/importance_sampling_ratio/mean": 1.0006446838378906, "sampling/importance_sampling_ratio/max": 1.3977729082107544, "entropy": 0.009146204334683716, "clip_ratio/low_mean": 0.0016666667070239782, "clip_ratio/low_min": 0.0016666667070239782, "clip_ratio/high_mean": 0.0009469697251915932, "clip_ratio/high_max": 0.0009469697251915932, "clip_ratio/region_mean": 0.0026136364322155714, "reward_total_mean": 0.7471002340316772, "reward_meter_mean": 0.8965202569961548, "reward_meter_std": 0.10726836323738098, "reward_count_adherence_mean": 0.8333333134651184, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.7471002340316772, "reward_total_composite_std": 0.08939030766487122}
+{"timestamp_utc": "2026-04-11T21:46:45Z", "mode": "train", "global_step": 1116, "epoch": 0.04309545875810936, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.621212121212121e-06, "num_tokens": 2402617.0, "completions/mean_length": 151.0, "completions/min_length": 151.0, "completions/max_length": 151.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 151.0, "completions/min_terminated_length": 151.0, "completions/max_terminated_length": 151.0, "rewards/meter/mean": 0.9985920786857605, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 0.8333333134651184, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.8321600556373596, "rewards/total_composite/std": 0.0, "reward": 0.8321600556373596, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 4.834596620639786e-05, "sampling/sampling_logp_difference/max": 0.005399270448833704, "sampling/importance_sampling_ratio/min": 0.9998179078102112, "sampling/importance_sampling_ratio/mean": 1.0000474452972412, "sampling/importance_sampling_ratio/max": 1.0054138898849487, "entropy": 0.0003524243838910479, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.8321600556373596, "reward_meter_mean": 0.9985920786857605, "reward_meter_std": 0.0, "reward_count_adherence_mean": 0.8333333134651184, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.8321600556373596, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:46:49Z", "mode": "train", "global_step": 1117, "epoch": 0.04313407476058079, "loss": -0.0125, "grad_norm": 2.3175323009490967, "learning_rate": 6.618181818181819e-06, "num_tokens": 2404357.0, "completions/mean_length": 61.5, "completions/min_length": 61.0, "completions/max_length": 63.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 61.5, "completions/min_terminated_length": 61.0, "completions/max_terminated_length": 63.0, "rewards/meter/mean": 0.9971427321434021, "rewards/meter/std": 0.0005570190260186791, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9971427321434021, "rewards/total_composite/std": 0.0005570190260186791, "reward": 0.9971427321434021, "reward_std": 0.0005570190260186791, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.0036074817180633545, "sampling/sampling_logp_difference/max": 0.32697343826293945, "sampling/importance_sampling_ratio/min": 0.7471194863319397, "sampling/importance_sampling_ratio/mean": 1.0014525651931763, "sampling/importance_sampling_ratio/max": 1.386764645576477, "entropy": 0.022033903398551047, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.003968254197388887, "clip_ratio/high_max": 0.003968254197388887, "clip_ratio/region_mean": 0.003968254197388887, "reward_total_mean": 0.9971427321434021, "reward_meter_mean": 0.9971427321434021, "reward_meter_std": 0.0005570190260186791, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9971427321434021, "reward_total_composite_std": 0.0005570190260186791}
+{"timestamp_utc": "2026-04-11T21:46:54Z", "mode": "train", "global_step": 1118, "epoch": 0.04317269076305221, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.615151515151516e-06, "num_tokens": 2405789.0, "completions/mean_length": 30.0, "completions/min_length": 30.0, "completions/max_length": 30.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 30.0, "completions/min_terminated_length": 30.0, "completions/max_terminated_length": 30.0, "rewards/meter/mean": 0.9949287176132202, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9949287176132202, "rewards/total_composite/std": 0.0, "reward": 0.9949287176132202, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.004324022214859724, "sampling/sampling_logp_difference/max": 0.18327409029006958, "sampling/importance_sampling_ratio/min": 0.8582614660263062, "sampling/importance_sampling_ratio/mean": 1.0010007619857788, "sampling/importance_sampling_ratio/max": 1.2011436223983765, "entropy": 0.025725294835865498, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.9949287176132202, "reward_meter_mean": 0.9949287176132202, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9949287176132202, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:46:59Z", "mode": "train", "global_step": 1119, "epoch": 0.043211306765523635, "loss": 0.0481, "grad_norm": 2.774005889892578, "learning_rate": 6.612121212121213e-06, "num_tokens": 2408465.0, "completions/mean_length": 133.5, "completions/min_length": 126.0, "completions/max_length": 146.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 133.5, "completions/min_terminated_length": 126.0, "completions/max_terminated_length": 146.0, "rewards/meter/mean": 0.564446747303009, "rewards/meter/std": 0.4670409858226776, "rewards/count_adherence/mean": 0.9249999523162842, "rewards/count_adherence/std": 0.1035098284482956, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.5460528135299683, "rewards/total_composite/std": 0.4622097909450531, "reward": 0.5460528135299683, "reward_std": 0.4622097909450531, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.013703513890504837, "sampling/sampling_logp_difference/max": 2.1475610733032227, "sampling/importance_sampling_ratio/min": 0.22612382471561432, "sampling/importance_sampling_ratio/mean": 1.0015851259231567, "sampling/importance_sampling_ratio/max": 2.0, "entropy": 0.045366469537839293, "clip_ratio/low_mean": 0.0036062682047486305, "clip_ratio/low_min": 0.0036062682047486305, "clip_ratio/high_mean": 0.0029761906480416656, "clip_ratio/high_max": 0.0029761906480416656, "clip_ratio/region_mean": 0.006582458852790296, "reward_total_mean": 0.5460528135299683, "reward_meter_mean": 0.564446747303009, "reward_meter_std": 0.4670409858226776, "reward_count_adherence_mean": 0.9249999523162842, "reward_count_adherence_std": 0.1035098284482956, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.5460528135299683, "reward_total_composite_std": 0.4622097909450531}
+{"timestamp_utc": "2026-04-11T21:47:05Z", "mode": "train", "global_step": 1120, "epoch": 0.04324992276799506, "loss": -0.0001, "grad_norm": 0.031646136194467545, "learning_rate": 6.609090909090909e-06, "num_tokens": 2411344.0, "completions/mean_length": 162.875, "completions/min_length": 162.0, "completions/max_length": 163.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 162.875, "completions/min_terminated_length": 162.0, "completions/max_terminated_length": 163.0, "rewards/meter/mean": 0.998467206954956, "rewards/meter/std": 2.982700607390143e-06, "rewards/count_adherence/mean": 0.6666666865348816, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.6656447649002075, "rewards/total_composite/std": 1.9757069367187796e-06, "reward": 0.6656447649002075, "reward_std": 1.9751287254621275e-06, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.0016431320691481233, "sampling/sampling_logp_difference/max": 0.9145364761352539, "sampling/importance_sampling_ratio/min": 0.4007023572921753, "sampling/importance_sampling_ratio/mean": 0.9996026754379272, "sampling/importance_sampling_ratio/max": 1.057082176208496, "entropy": 0.0052466230117715895, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.6656447649002075, "reward_meter_mean": 0.998467206954956, "reward_meter_std": 2.982700607390143e-06, "reward_count_adherence_mean": 0.6666666865348816, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.6656447649002075, "reward_total_composite_std": 1.9757069367187796e-06}
+{"timestamp_utc": "2026-04-11T21:47:11Z", "mode": "train", "global_step": 1121, "epoch": 0.043288538770466484, "loss": -0.0448, "grad_norm": 5.260746955871582, "learning_rate": 6.606060606060607e-06, "num_tokens": 2413261.0, "completions/mean_length": 72.625, "completions/min_length": 61.0, "completions/max_length": 77.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 72.625, "completions/min_terminated_length": 61.0, "completions/max_terminated_length": 77.0, "rewards/meter/mean": 0.0058386242017149925, "rewards/meter/std": 0.002312840661033988, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.0058386242017149925, "rewards/total_composite/std": 0.002312840661033988, "reward": 0.0058386242017149925, "reward_std": 0.0023128404282033443, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.02798517607152462, "sampling/sampling_logp_difference/max": 4.47673225402832, "sampling/importance_sampling_ratio/min": 0.011370508931577206, "sampling/importance_sampling_ratio/mean": 1.0017359256744385, "sampling/importance_sampling_ratio/max": 1.6017389297485352, "entropy": 0.10170990042388439, "clip_ratio/low_mean": 0.0016447368543595076, "clip_ratio/low_min": 0.0016447368543595076, "clip_ratio/high_mean": 0.006582458503544331, "clip_ratio/high_max": 0.006582458503544331, "clip_ratio/region_mean": 0.008227195357903838, "reward_total_mean": 0.0058386242017149925, "reward_meter_mean": 0.0058386242017149925, "reward_meter_std": 0.002312840661033988, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.0058386242017149925, "reward_total_composite_std": 0.002312840661033988}
+{"timestamp_utc": "2026-04-11T21:47:18Z", "mode": "train", "global_step": 1122, "epoch": 0.04332715477293791, "loss": -0.0229, "grad_norm": 1.8486534357070923, "learning_rate": 6.603030303030303e-06, "num_tokens": 2416946.0, "completions/mean_length": 284.625, "completions/min_length": 256.0, "completions/max_length": 289.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 284.625, "completions/min_terminated_length": 256.0, "completions/max_terminated_length": 289.0, "rewards/meter/mean": 0.0074860588647425175, "rewards/meter/std": 0.003230373840779066, "rewards/count_adherence/mean": 0.800000011920929, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.0059888469986617565, "rewards/total_composite/std": 0.0025842993054538965, "reward": 0.0059888469986617565, "reward_std": 0.002584299072623253, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.004391747061163187, "sampling/sampling_logp_difference/max": 1.2448701858520508, "sampling/importance_sampling_ratio/min": 0.28797829151153564, "sampling/importance_sampling_ratio/mean": 1.0002622604370117, "sampling/importance_sampling_ratio/max": 2.0, "entropy": 0.018305832403711975, "clip_ratio/low_mean": 0.0008650519303046167, "clip_ratio/low_min": 0.0008650519303046167, "clip_ratio/high_mean": 0.002601163083454594, "clip_ratio/high_max": 0.002601163083454594, "clip_ratio/region_mean": 0.0034662150137592107, "reward_total_mean": 0.0059888469986617565, "reward_meter_mean": 0.0074860588647425175, "reward_meter_std": 0.003230373840779066, "reward_count_adherence_mean": 0.800000011920929, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.0059888469986617565, "reward_total_composite_std": 0.0025842993054538965}
+{"timestamp_utc": "2026-04-11T21:47:23Z", "mode": "train", "global_step": 1123, "epoch": 0.04336577077540933, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.600000000000001e-06, "num_tokens": 2418666.0, "completions/mean_length": 49.0, "completions/min_length": 49.0, "completions/max_length": 49.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 49.0, "completions/min_terminated_length": 49.0, "completions/max_terminated_length": 49.0, "rewards/meter/mean": 0.9879102110862732, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9879102110862732, "rewards/total_composite/std": 0.0, "reward": 0.9879102110862732, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.002916015451774001, "sampling/sampling_logp_difference/max": 0.1805974692106247, "sampling/importance_sampling_ratio/min": 0.8347713351249695, "sampling/importance_sampling_ratio/mean": 1.001497507095337, "sampling/importance_sampling_ratio/max": 1.0804226398468018, "entropy": 0.024839470628648996, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.9879102110862732, "reward_meter_mean": 0.9879102110862732, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9879102110862732, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:47:28Z", "mode": "train", "global_step": 1124, "epoch": 0.043404386777880756, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.596969696969698e-06, "num_tokens": 2420498.0, "completions/mean_length": 61.0, "completions/min_length": 61.0, "completions/max_length": 61.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 61.0, "completions/min_terminated_length": 61.0, "completions/max_terminated_length": 61.0, "rewards/meter/mean": 0.9985920786857605, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9985920786857605, "rewards/total_composite/std": 0.0, "reward": 0.9985920786857605, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.00012347516894806176, "sampling/sampling_logp_difference/max": 0.005228639580309391, "sampling/importance_sampling_ratio/min": 0.9982930421829224, "sampling/importance_sampling_ratio/mean": 1.0001134872436523, "sampling/importance_sampling_ratio/max": 1.0052423477172852, "entropy": 0.002108675726049114, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.9985920786857605, "reward_meter_mean": 0.9985920786857605, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9985920786857605, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:47:36Z", "mode": "train", "global_step": 1125, "epoch": 0.04344300278035218, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.593939393939395e-06, "num_tokens": 2424688.0, "completions/mean_length": 295.75, "completions/min_length": 289.0, "completions/max_length": 307.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 295.75, "completions/min_terminated_length": 289.0, "completions/max_terminated_length": 307.0, "rewards/meter/mean": 0.9984642863273621, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 0.7272727489471436, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.7261558175086975, "rewards/total_composite/std": 0.0, "reward": 0.7261558175086975, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.0026164765004068613, "sampling/sampling_logp_difference/max": 1.7056536674499512, "sampling/importance_sampling_ratio/min": 0.18165360391139984, "sampling/importance_sampling_ratio/mean": 0.9990125894546509, "sampling/importance_sampling_ratio/max": 1.2641671895980835, "entropy": 0.0053885679808445275, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.7261558175086975, "reward_meter_mean": 0.9984642863273621, "reward_meter_std": 0.0, "reward_count_adherence_mean": 0.7272727489471436, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.7261558175086975, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:47:40Z", "mode": "train", "global_step": 1126, "epoch": 0.043481618782823604, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.590909090909091e-06, "num_tokens": 2426392.0, "completions/mean_length": 60.0, "completions/min_length": 60.0, "completions/max_length": 60.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 60.0, "completions/min_terminated_length": 60.0, "completions/max_terminated_length": 60.0, "rewards/meter/mean": 0.9865735769271851, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9865735769271851, "rewards/total_composite/std": 0.0, "reward": 0.9865735769271851, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.011119093745946884, "sampling/sampling_logp_difference/max": 3.5465991497039795, "sampling/importance_sampling_ratio/min": 0.02882249280810356, "sampling/importance_sampling_ratio/mean": 0.9979950189590454, "sampling/importance_sampling_ratio/max": 1.2449251413345337, "entropy": 0.01859230361878872, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.9865735769271851, "reward_meter_mean": 0.9865735769271851, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9865735769271851, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:47:45Z", "mode": "train", "global_step": 1127, "epoch": 0.04352023478529503, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.5878787878787885e-06, "num_tokens": 2428384.0, "completions/mean_length": 91.0, "completions/min_length": 91.0, "completions/max_length": 91.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 91.0, "completions/min_terminated_length": 91.0, "completions/max_terminated_length": 91.0, "rewards/meter/mean": 0.9985920786857605, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9985920786857605, "rewards/total_composite/std": 0.0, "reward": 0.9985920786857605, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 9.980119648389518e-05, "sampling/sampling_logp_difference/max": 0.006944278255105019, "sampling/importance_sampling_ratio/min": 0.9992338418960571, "sampling/importance_sampling_ratio/mean": 1.0000923871994019, "sampling/importance_sampling_ratio/max": 1.0069684982299805, "entropy": 0.0010559483562246896, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.9985920786857605, "reward_meter_mean": 0.9985920786857605, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9985920786857605, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:47:55Z", "mode": "train", "global_step": 1128, "epoch": 0.04355885078776645, "loss": -0.0845, "grad_norm": 2.203399181365967, "learning_rate": 6.584848484848485e-06, "num_tokens": 2430432.0, "completions/mean_length": 147.0, "completions/min_length": 84.0, "completions/max_length": 512.0, "completions/clipped_ratio": 0.125, "completions/mean_terminated_length": 94.85714721679688, "completions/min_terminated_length": 84.0, "completions/max_terminated_length": 104.0, "rewards/meter/mean": 0.02705313451588154, "rewards/meter/std": 0.02497793175280094, "rewards/count_adherence/mean": 0.7083333730697632, "rewards/count_adherence/std": 0.11785111576318741, "rewards/arabic_clean/mean": 0.875, "rewards/arabic_clean/std": 0.3535533845424652, "rewards/total_composite/mean": 0.018090665340423584, "rewards/total_composite/std": 0.01749170385301113, "reward": 0.018090665340423584, "reward_std": 0.01749170385301113, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.014606590382754803, "sampling/sampling_logp_difference/max": 1.492810845375061, "sampling/importance_sampling_ratio/min": 0.3910922706127167, "sampling/importance_sampling_ratio/mean": 1.0034804344177246, "sampling/importance_sampling_ratio/max": 2.0, "entropy": 0.06913374830037355, "clip_ratio/low_mean": 0.0026178729021921754, "clip_ratio/low_min": 0.0026178729021921754, "clip_ratio/high_mean": 0.010015423293225467, "clip_ratio/high_max": 0.010015423293225467, "clip_ratio/region_mean": 0.012633296195417643, "reward_total_mean": 0.018090665340423584, "reward_meter_mean": 0.02705313451588154, "reward_meter_std": 0.02497793175280094, "reward_count_adherence_mean": 0.7083333730697632, "reward_count_adherence_std": 0.11785111576318741, "reward_arabic_clean_mean": 0.875, "reward_arabic_clean_std": 0.3535533845424652, "reward_total_composite_mean": 0.018090665340423584, "reward_total_composite_std": 0.01749170385301113}
+{"timestamp_utc": "2026-04-11T21:48:01Z", "mode": "train", "global_step": 1129, "epoch": 0.043597466790237877, "loss": -0.0474, "grad_norm": 4.438967227935791, "learning_rate": 6.581818181818182e-06, "num_tokens": 2432847.0, "completions/mean_length": 132.875, "completions/min_length": 124.0, "completions/max_length": 152.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 132.875, "completions/min_terminated_length": 124.0, "completions/max_terminated_length": 152.0, "rewards/meter/mean": 0.010067595168948174, "rewards/meter/std": 0.012099563144147396, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.010067595168948174, "rewards/total_composite/std": 0.012099563144147396, "reward": 0.010067595168948174, "reward_std": 0.012099562212824821, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.03801698610186577, "sampling/sampling_logp_difference/max": 8.372949600219727, "sampling/importance_sampling_ratio/min": 0.00023103307466953993, "sampling/importance_sampling_ratio/mean": 1.0018302202224731, "sampling/importance_sampling_ratio/max": 2.0, "entropy": 0.07547829509712756, "clip_ratio/low_mean": 0.002016128972172737, "clip_ratio/low_min": 0.002016128972172737, "clip_ratio/high_mean": 0.012722764164209366, "clip_ratio/high_max": 0.012722764164209366, "clip_ratio/region_mean": 0.014738893136382103, "reward_total_mean": 0.010067595168948174, "reward_meter_mean": 0.010067595168948174, "reward_meter_std": 0.012099563144147396, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.010067595168948174, "reward_total_composite_std": 0.012099563144147396}
+{"timestamp_utc": "2026-04-11T21:48:07Z", "mode": "train", "global_step": 1130, "epoch": 0.0436360827927093, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.578787878787879e-06, "num_tokens": 2435391.0, "completions/mean_length": 137.0, "completions/min_length": 137.0, "completions/max_length": 137.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 137.0, "completions/min_terminated_length": 137.0, "completions/max_terminated_length": 137.0, "rewards/meter/mean": 0.980923593044281, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 0.800000011920929, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.7847388982772827, "rewards/total_composite/std": 0.0, "reward": 0.7847388982772827, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.0006849313504062593, "sampling/sampling_logp_difference/max": 0.4150339663028717, "sampling/importance_sampling_ratio/min": 0.6603178381919861, "sampling/importance_sampling_ratio/mean": 0.999580442905426, "sampling/importance_sampling_ratio/max": 1.011684775352478, "entropy": 0.005225834396696882, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.7847388982772827, "reward_meter_mean": 0.980923593044281, "reward_meter_std": 0.0, "reward_count_adherence_mean": 0.800000011920929, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.7847388982772827, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:48:17Z", "mode": "train", "global_step": 1131, "epoch": 0.043674698795180725, "loss": -0.1575, "grad_norm": 3.7873270511627197, "learning_rate": 6.575757575757577e-06, "num_tokens": 2437832.0, "completions/mean_length": 194.125, "completions/min_length": 132.0, "completions/max_length": 512.0, "completions/clipped_ratio": 0.125, "completions/mean_terminated_length": 148.71429443359375, "completions/min_terminated_length": 132.0, "completions/max_terminated_length": 164.0, "rewards/meter/mean": 0.03643738478422165, "rewards/meter/std": 0.02530757524073124, "rewards/count_adherence/mean": 0.7250000238418579, "rewards/count_adherence/std": 0.2121320515871048, "rewards/arabic_clean/mean": 0.875, "rewards/arabic_clean/std": 0.3535533845424652, "rewards/total_composite/mean": 0.0285042654722929, "rewards/total_composite/std": 0.02118096500635147, "reward": 0.0285042654722929, "reward_std": 0.02118096500635147, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.03201490640640259, "sampling/sampling_logp_difference/max": 2.680152654647827, "sampling/importance_sampling_ratio/min": 0.06855268776416779, "sampling/importance_sampling_ratio/mean": 0.9909701943397522, "sampling/importance_sampling_ratio/max": 1.878620982170105, "entropy": 0.055357005912810564, "clip_ratio/low_mean": 0.007927836035378277, "clip_ratio/low_min": 0.007927836035378277, "clip_ratio/high_mean": 0.00701042782748118, "clip_ratio/high_max": 0.00701042782748118, "clip_ratio/region_mean": 0.014938263862859458, "reward_total_mean": 0.0285042654722929, "reward_meter_mean": 0.03643738478422165, "reward_meter_std": 0.02530757524073124, "reward_count_adherence_mean": 0.7250000238418579, "reward_count_adherence_std": 0.2121320515871048, "reward_arabic_clean_mean": 0.875, "reward_arabic_clean_std": 0.3535533845424652, "reward_total_composite_mean": 0.0285042654722929, "reward_total_composite_std": 0.02118096500635147}
+{"timestamp_utc": "2026-04-11T21:48:24Z", "mode": "train", "global_step": 1132, "epoch": 0.04371331479765215, "loss": -0.0223, "grad_norm": 2.2841248512268066, "learning_rate": 6.572727272727273e-06, "num_tokens": 2442085.0, "completions/mean_length": 292.625, "completions/min_length": 287.0, "completions/max_length": 302.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 292.625, "completions/min_terminated_length": 287.0, "completions/max_terminated_length": 302.0, "rewards/meter/mean": 0.9797583222389221, "rewards/meter/std": 4.679692574427463e-05, "rewards/count_adherence/mean": 0.7211538553237915, "rewards/count_adherence/std": 0.039811473339796066, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.7065548896789551, "rewards/total_composite/std": 0.038970947265625, "reward": 0.7065548896789551, "reward_std": 0.038970947265625, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.0032520387321710587, "sampling/sampling_logp_difference/max": 1.7337863445281982, "sampling/importance_sampling_ratio/min": 0.1766144186258316, "sampling/importance_sampling_ratio/mean": 0.999126672744751, "sampling/importance_sampling_ratio/max": 1.5071643590927124, "entropy": 0.0024712488520890474, "clip_ratio/low_mean": 0.000871080148499459, "clip_ratio/low_min": 0.000871080148499459, "clip_ratio/high_mean": 0.0004139072843827307, "clip_ratio/high_max": 0.0004139072843827307, "clip_ratio/region_mean": 0.0012849874328821898, "reward_total_mean": 0.7065548896789551, "reward_meter_mean": 0.9797583222389221, "reward_meter_std": 4.679692574427463e-05, "reward_count_adherence_mean": 0.7211538553237915, "reward_count_adherence_std": 0.039811473339796066, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.7065548896789551, "reward_total_composite_std": 0.038970947265625}
+{"timestamp_utc": "2026-04-11T21:48:29Z", "mode": "train", "global_step": 1133, "epoch": 0.04375193080012357, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.56969696969697e-06, "num_tokens": 2443613.0, "completions/mean_length": 32.0, "completions/min_length": 32.0, "completions/max_length": 32.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 32.0, "completions/min_terminated_length": 32.0, "completions/max_terminated_length": 32.0, "rewards/meter/mean": 0.9951131939888, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9951131939888, "rewards/total_composite/std": 0.0, "reward": 0.9951131939888, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 6.63905157125555e-05, "sampling/sampling_logp_difference/max": 0.0017685489729046822, "sampling/importance_sampling_ratio/min": 1.0000001192092896, "sampling/importance_sampling_ratio/mean": 1.0000663995742798, "sampling/importance_sampling_ratio/max": 1.0017701387405396, "entropy": 0.0005665823264280334, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.9951131939888, "reward_meter_mean": 0.9951131939888, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9951131939888, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:48:33Z", "mode": "train", "global_step": 1134, "epoch": 0.043790546802595, "loss": 0.0373, "grad_norm": 13.081120491027832, "learning_rate": 6.566666666666667e-06, "num_tokens": 2445010.0, "completions/mean_length": 30.625, "completions/min_length": 28.0, "completions/max_length": 33.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 30.625, "completions/min_terminated_length": 28.0, "completions/max_terminated_length": 33.0, "rewards/meter/mean": 0.4127254784107208, "rewards/meter/std": 0.372755229473114, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.4127254784107208, "rewards/total_composite/std": 0.372755229473114, "reward": 0.4127254784107208, "reward_std": 0.372755229473114, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.060395125299692154, "sampling/sampling_logp_difference/max": 1.3312345743179321, "sampling/importance_sampling_ratio/min": 0.2641509473323822, "sampling/importance_sampling_ratio/mean": 0.9982876181602478, "sampling/importance_sampling_ratio/max": 1.6932135820388794, "entropy": 0.2852039057761431, "clip_ratio/low_mean": 0.03217253182083368, "clip_ratio/low_min": 0.03217253182083368, "clip_ratio/high_mean": 0.012122844811528921, "clip_ratio/high_max": 0.012122844811528921, "clip_ratio/region_mean": 0.044295376632362604, "reward_total_mean": 0.4127254784107208, "reward_meter_mean": 0.4127254784107208, "reward_meter_std": 0.372755229473114, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.4127254784107208, "reward_total_composite_std": 0.372755229473114}
+{"timestamp_utc": "2026-04-11T21:48:41Z", "mode": "train", "global_step": 1135, "epoch": 0.04382916280506642, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.563636363636364e-06, "num_tokens": 2449362.0, "completions/mean_length": 331.0, "completions/min_length": 331.0, "completions/max_length": 331.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 331.0, "completions/min_terminated_length": 331.0, "completions/max_terminated_length": 331.0, "rewards/meter/mean": 0.9985920786857605, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 0.8461538553237915, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.8449625372886658, "rewards/total_composite/std": 0.0, "reward": 0.8449625372886658, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 7.297201955225319e-05, "sampling/sampling_logp_difference/max": 0.017023995518684387, "sampling/importance_sampling_ratio/min": 0.9915810823440552, "sampling/importance_sampling_ratio/mean": 1.000062346458435, "sampling/importance_sampling_ratio/max": 1.017169713973999, "entropy": 0.0008706011249159928, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.8449625372886658, "reward_meter_mean": 0.9985920786857605, "reward_meter_std": 0.0, "reward_count_adherence_mean": 0.8461538553237915, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.8449625372886658, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:48:46Z", "mode": "train", "global_step": 1136, "epoch": 0.043867778807537845, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.56060606060606e-06, "num_tokens": 2451098.0, "completions/mean_length": 61.0, "completions/min_length": 61.0, "completions/max_length": 61.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 61.0, "completions/min_terminated_length": 61.0, "completions/max_terminated_length": 61.0, "rewards/meter/mean": 0.9985920786857605, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9985920786857605, "rewards/total_composite/std": 0.0, "reward": 0.9985920786857605, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.00016016287554521114, "sampling/sampling_logp_difference/max": 0.008298270404338837, "sampling/importance_sampling_ratio/min": 0.9934648871421814, "sampling/importance_sampling_ratio/mean": 1.0001276731491089, "sampling/importance_sampling_ratio/max": 1.0083328485488892, "entropy": 0.0014408476781682111, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.9985920786857605, "reward_meter_mean": 0.9985920786857605, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9985920786857605, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:48:51Z", "mode": "train", "global_step": 1137, "epoch": 0.04390639481000927, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.5575757575757585e-06, "num_tokens": 2452922.0, "completions/mean_length": 61.0, "completions/min_length": 61.0, "completions/max_length": 61.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 61.0, "completions/min_terminated_length": 61.0, "completions/max_terminated_length": 61.0, "rewards/meter/mean": 0.9985920786857605, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9985920786857605, "rewards/total_composite/std": 0.0, "reward": 0.9985920786857605, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.00022661424009129405, "sampling/sampling_logp_difference/max": 0.011327030137181282, "sampling/importance_sampling_ratio/min": 0.994108259677887, "sampling/importance_sampling_ratio/mean": 1.0001767873764038, "sampling/importance_sampling_ratio/max": 1.0113914012908936, "entropy": 0.0018004292651312426, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.9985920786857605, "reward_meter_mean": 0.9985920786857605, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9985920786857605, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:48:56Z", "mode": "train", "global_step": 1138, "epoch": 0.04394501081248069, "loss": 0.0154, "grad_norm": 4.488828182220459, "learning_rate": 6.554545454545455e-06, "num_tokens": 2454978.0, "completions/mean_length": 98.0, "completions/min_length": 97.0, "completions/max_length": 105.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 98.0, "completions/min_terminated_length": 97.0, "completions/max_terminated_length": 105.0, "rewards/meter/mean": 0.9884132146835327, "rewards/meter/std": 0.00012789461470674723, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9884132146835327, "rewards/total_composite/std": 0.00012789461470674723, "reward": 0.9884132146835327, "reward_std": 0.00012789761240128428, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.00240718643181026, "sampling/sampling_logp_difference/max": 0.5080879926681519, "sampling/importance_sampling_ratio/min": 0.6016448736190796, "sampling/importance_sampling_ratio/mean": 0.9997903108596802, "sampling/importance_sampling_ratio/max": 1.0543768405914307, "entropy": 0.012036932515911758, "clip_ratio/low_mean": 0.0011904762359336019, "clip_ratio/low_min": 0.0011904762359336019, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0011904762359336019, "reward_total_mean": 0.9884132146835327, "reward_meter_mean": 0.9884132146835327, "reward_meter_std": 0.00012789461470674723, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9884132146835327, "reward_total_composite_std": 0.00012789461470674723}
+{"timestamp_utc": "2026-04-11T21:49:06Z", "mode": "train", "global_step": 1139, "epoch": 0.04398362681495212, "loss": -0.059, "grad_norm": 1.7216053009033203, "learning_rate": 6.551515151515152e-06, "num_tokens": 2456767.0, "completions/mean_length": 190.625, "completions/min_length": 76.0, "completions/max_length": 512.0, "completions/clipped_ratio": 0.25, "completions/mean_terminated_length": 83.5, "completions/min_terminated_length": 76.0, "completions/max_terminated_length": 88.0, "rewards/meter/mean": 0.15200825035572052, "rewards/meter/std": 0.18127578496932983, "rewards/count_adherence/mean": 0.875, "rewards/count_adherence/std": 0.2314550280570984, "rewards/arabic_clean/mean": 0.75, "rewards/arabic_clean/std": 0.4629100561141968, "rewards/total_composite/mean": 0.11745582520961761, "rewards/total_composite/std": 0.18092525005340576, "reward": 0.11745582520961761, "reward_std": 0.18092523515224457, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.026299957185983658, "sampling/sampling_logp_difference/max": 1.0056216716766357, "sampling/importance_sampling_ratio/min": 0.5244839191436768, "sampling/importance_sampling_ratio/mean": 1.010207176208496, "sampling/importance_sampling_ratio/max": 2.0, "entropy": 0.13788712210953236, "clip_ratio/low_mean": 0.011396670481190085, "clip_ratio/low_min": 0.011396670481190085, "clip_ratio/high_mean": 0.0045437406515702605, "clip_ratio/high_max": 0.0045437406515702605, "clip_ratio/region_mean": 0.015940411132760346, "reward_total_mean": 0.11745582520961761, "reward_meter_mean": 0.15200825035572052, "reward_meter_std": 0.18127578496932983, "reward_count_adherence_mean": 0.875, "reward_count_adherence_std": 0.2314550280570984, "reward_arabic_clean_mean": 0.75, "reward_arabic_clean_std": 0.4629100561141968, "reward_total_composite_mean": 0.11745582520961761, "reward_total_composite_std": 0.18092525005340576}
+{"timestamp_utc": "2026-04-11T21:49:11Z", "mode": "train", "global_step": 1140, "epoch": 0.04402224281742354, "loss": 0.0628, "grad_norm": 4.255577564239502, "learning_rate": 6.5484848484848494e-06, "num_tokens": 2458764.0, "completions/mean_length": 74.625, "completions/min_length": 72.0, "completions/max_length": 88.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 74.625, "completions/min_terminated_length": 72.0, "completions/max_terminated_length": 88.0, "rewards/meter/mean": 0.9828473925590515, "rewards/meter/std": 0.015827437862753868, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9828473925590515, "rewards/total_composite/std": 0.015827437862753868, "reward": 0.9828473925590515, "reward_std": 0.015827437862753868, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.006431057117879391, "sampling/sampling_logp_difference/max": 0.9595508575439453, "sampling/importance_sampling_ratio/min": 0.3830648958683014, "sampling/importance_sampling_ratio/mean": 1.0000231266021729, "sampling/importance_sampling_ratio/max": 1.8631874322891235, "entropy": 0.020905857323668897, "clip_ratio/low_mean": 0.0028409091755747795, "clip_ratio/low_min": 0.0028409091755747795, "clip_ratio/high_mean": 0.0017123287543654442, "clip_ratio/high_max": 0.0017123287543654442, "clip_ratio/region_mean": 0.004553237929940224, "reward_total_mean": 0.9828473925590515, "reward_meter_mean": 0.9828473925590515, "reward_meter_std": 0.015827437862753868, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9828473925590515, "reward_total_composite_std": 0.015827437862753868}
+{"timestamp_utc": "2026-04-11T21:49:17Z", "mode": "train", "global_step": 1141, "epoch": 0.044060858819894966, "loss": -0.0002, "grad_norm": 0.48495835065841675, "learning_rate": 6.545454545454546e-06, "num_tokens": 2461268.0, "completions/mean_length": 145.0, "completions/min_length": 145.0, "completions/max_length": 145.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 145.0, "completions/min_terminated_length": 145.0, "completions/max_terminated_length": 145.0, "rewards/meter/mean": 0.9984445571899414, "rewards/meter/std": 4.436980452737771e-05, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9984445571899414, "rewards/total_composite/std": 4.436980452737771e-05, "reward": 0.9984445571899414, "reward_std": 4.4368985982146114e-05, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.0013455023290589452, "sampling/sampling_logp_difference/max": 0.30580687522888184, "sampling/importance_sampling_ratio/min": 0.7612590193748474, "sampling/importance_sampling_ratio/mean": 1.000628113746643, "sampling/importance_sampling_ratio/max": 1.357720136642456, "entropy": 0.007926426886115223, "clip_ratio/low_mean": 0.0008620689623057842, "clip_ratio/low_min": 0.0008620689623057842, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0008620689623057842, "reward_total_mean": 0.9984445571899414, "reward_meter_mean": 0.9984445571899414, "reward_meter_std": 4.436980452737771e-05, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9984445571899414, "reward_total_composite_std": 4.436980452737771e-05}
+{"timestamp_utc": "2026-04-11T21:49:22Z", "mode": "train", "global_step": 1142, "epoch": 0.04409947482236639, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.542424242424243e-06, "num_tokens": 2463852.0, "completions/mean_length": 145.0, "completions/min_length": 145.0, "completions/max_length": 145.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 145.0, "completions/min_terminated_length": 145.0, "completions/max_terminated_length": 145.0, "rewards/meter/mean": 0.9984685182571411, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9984685182571411, "rewards/total_composite/std": 0.0, "reward": 0.9984685182571411, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.0007693552761338651, "sampling/sampling_logp_difference/max": 0.05545756220817566, "sampling/importance_sampling_ratio/min": 0.9495499134063721, "sampling/importance_sampling_ratio/mean": 1.0006191730499268, "sampling/importance_sampling_ratio/max": 1.0570241212844849, "entropy": 0.006758017058018595, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.9984685182571411, "reward_meter_mean": 0.9984685182571411, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9984685182571411, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:49:28Z", "mode": "train", "global_step": 1143, "epoch": 0.044138090824837814, "loss": 0.0079, "grad_norm": 7.574105739593506, "learning_rate": 6.5393939393939395e-06, "num_tokens": 2465932.0, "completions/mean_length": 98.0, "completions/min_length": 97.0, "completions/max_length": 99.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 98.0, "completions/min_terminated_length": 97.0, "completions/max_terminated_length": 99.0, "rewards/meter/mean": 0.9961534738540649, "rewards/meter/std": 0.0004939694190397859, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9961534738540649, "rewards/total_composite/std": 0.0004939694190397859, "reward": 0.9961534738540649, "reward_std": 0.0004939701757393777, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.06125796586275101, "sampling/sampling_logp_difference/max": 11.969964027404785, "sampling/importance_sampling_ratio/min": 6.331559234240558e-06, "sampling/importance_sampling_ratio/mean": 0.9875028729438782, "sampling/importance_sampling_ratio/max": 2.0, "entropy": 0.03108868794515729, "clip_ratio/low_mean": 0.010165429906919599, "clip_ratio/low_min": 0.010165429906919599, "clip_ratio/high_mean": 0.01533242140430957, "clip_ratio/high_max": 0.01533242140430957, "clip_ratio/region_mean": 0.02549785131122917, "reward_total_mean": 0.9961534738540649, "reward_meter_mean": 0.9961534738540649, "reward_meter_std": 0.0004939694190397859, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9961534738540649, "reward_total_composite_std": 0.0004939694190397859}
+{"timestamp_utc": "2026-04-11T21:49:33Z", "mode": "train", "global_step": 1144, "epoch": 0.04417670682730924, "loss": 0.0095, "grad_norm": 5.928881645202637, "learning_rate": 6.536363636363638e-06, "num_tokens": 2467703.0, "completions/mean_length": 74.375, "completions/min_length": 71.0, "completions/max_length": 76.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 74.375, "completions/min_terminated_length": 71.0, "completions/max_terminated_length": 76.0, "rewards/meter/mean": 0.09135062992572784, "rewards/meter/std": 0.11340192705392838, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.09135062992572784, "rewards/total_composite/std": 0.11340192705392838, "reward": 0.09135062992572784, "reward_std": 0.11340192705392838, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.03074265830218792, "sampling/sampling_logp_difference/max": 1.1774389743804932, "sampling/importance_sampling_ratio/min": 0.3080666959285736, "sampling/importance_sampling_ratio/mean": 1.0000197887420654, "sampling/importance_sampling_ratio/max": 1.9065487384796143, "entropy": 0.14179788995534182, "clip_ratio/low_mean": 0.023183429846540093, "clip_ratio/low_min": 0.023183429846540093, "clip_ratio/high_mean": 0.008517320267856121, "clip_ratio/high_max": 0.008517320267856121, "clip_ratio/region_mean": 0.031700750114396214, "reward_total_mean": 0.09135062992572784, "reward_meter_mean": 0.09135062992572784, "reward_meter_std": 0.11340192705392838, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.09135062992572784, "reward_total_composite_std": 0.11340192705392838}
+{"timestamp_utc": "2026-04-11T21:49:37Z", "mode": "train", "global_step": 1145, "epoch": 0.04421532282978066, "loss": 0.0337, "grad_norm": 21.684476852416992, "learning_rate": 6.533333333333334e-06, "num_tokens": 2469476.0, "completions/mean_length": 51.625, "completions/min_length": 50.0, "completions/max_length": 54.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 51.625, "completions/min_terminated_length": 50.0, "completions/max_terminated_length": 54.0, "rewards/meter/mean": 0.9845475554466248, "rewards/meter/std": 0.006476144306361675, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9845475554466248, "rewards/total_composite/std": 0.006476144306361675, "reward": 0.9845475554466248, "reward_std": 0.006476134527474642, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.024862729012966156, "sampling/sampling_logp_difference/max": 1.3360815048217773, "sampling/importance_sampling_ratio/min": 0.26287373900413513, "sampling/importance_sampling_ratio/mean": 1.0010600090026855, "sampling/importance_sampling_ratio/max": 2.0, "entropy": 0.10274306312203407, "clip_ratio/low_mean": 0.0048584905453026295, "clip_ratio/low_min": 0.0048584905453026295, "clip_ratio/high_mean": 0.018881766591221094, "clip_ratio/high_max": 0.018881766591221094, "clip_ratio/region_mean": 0.023740257136523724, "reward_total_mean": 0.9845475554466248, "reward_meter_mean": 0.9845475554466248, "reward_meter_std": 0.006476144306361675, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9845475554466248, "reward_total_composite_std": 0.006476144306361675}
+{"timestamp_utc": "2026-04-11T21:49:43Z", "mode": "train", "global_step": 1146, "epoch": 0.044253938832252086, "loss": 0.0004, "grad_norm": 0.23874546587467194, "learning_rate": 6.530303030303031e-06, "num_tokens": 2471677.0, "completions/mean_length": 109.125, "completions/min_length": 109.0, "completions/max_length": 110.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 109.125, "completions/min_terminated_length": 109.0, "completions/max_terminated_length": 110.0, "rewards/meter/mean": 0.9984644651412964, "rewards/meter/std": 1.1474165148683824e-05, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9984644651412964, "rewards/total_composite/std": 1.1474165148683824e-05, "reward": 0.9984644651412964, "reward_std": 1.1474165148683824e-05, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.0021614141296595335, "sampling/sampling_logp_difference/max": 0.574007511138916, "sampling/importance_sampling_ratio/min": 0.750515341758728, "sampling/importance_sampling_ratio/mean": 1.0007884502410889, "sampling/importance_sampling_ratio/max": 1.7753676176071167, "entropy": 0.010223650955595076, "clip_ratio/low_mean": 0.0011363636003807187, "clip_ratio/low_min": 0.0011363636003807187, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0011363636003807187, "reward_total_mean": 0.9984644651412964, "reward_meter_mean": 0.9984644651412964, "reward_meter_std": 1.1474165148683824e-05, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9984644651412964, "reward_total_composite_std": 1.1474165148683824e-05}
+{"timestamp_utc": "2026-04-11T21:49:47Z", "mode": "train", "global_step": 1147, "epoch": 0.04429255483472351, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.527272727272728e-06, "num_tokens": 2473461.0, "completions/mean_length": 62.0, "completions/min_length": 62.0, "completions/max_length": 62.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 62.0, "completions/min_terminated_length": 62.0, "completions/max_terminated_length": 62.0, "rewards/meter/mean": 0.9959487915039062, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9959487915039062, "rewards/total_composite/std": 0.0, "reward": 0.9959487915039062, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 0.0001102359892684035, "sampling/sampling_logp_difference/max": 0.004203472752124071, "sampling/importance_sampling_ratio/min": 0.9965609908103943, "sampling/importance_sampling_ratio/mean": 1.0000803470611572, "sampling/importance_sampling_ratio/max": 1.0042123794555664, "entropy": 0.0011408074205974117, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.9959487915039062, "reward_meter_mean": 0.9959487915039062, "reward_meter_std": 0.0, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9959487915039062, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:49:54Z", "mode": "train", "global_step": 1148, "epoch": 0.044331170837194935, "loss": 0.0, "grad_norm": 0.0, "learning_rate": 6.524242424242425e-06, "num_tokens": 2477093.0, "completions/mean_length": 242.0, "completions/min_length": 242.0, "completions/max_length": 242.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 242.0, "completions/min_terminated_length": 242.0, "completions/max_terminated_length": 242.0, "rewards/meter/mean": 0.9970405697822571, "rewards/meter/std": 0.0, "rewards/count_adherence/mean": 0.875, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.8724104762077332, "rewards/total_composite/std": 0.0, "reward": 0.8724104762077332, "reward_std": 0.0, "frac_reward_zero_std": 1.0, "sampling/sampling_logp_difference/mean": 5.853495167684741e-05, "sampling/sampling_logp_difference/max": 0.01380898617208004, "sampling/importance_sampling_ratio/min": 0.9911676645278931, "sampling/importance_sampling_ratio/mean": 1.000036358833313, "sampling/importance_sampling_ratio/max": 1.0139048099517822, "entropy": 0.000526532585354289, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/high_max": 0.0, "clip_ratio/region_mean": 0.0, "reward_total_mean": 0.8724104762077332, "reward_meter_mean": 0.9970405697822571, "reward_meter_std": 0.0, "reward_count_adherence_mean": 0.875, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.8724104762077332, "reward_total_composite_std": 0.0}
+{"timestamp_utc": "2026-04-11T21:50:03Z", "mode": "train", "global_step": 1149, "epoch": 0.04436978683966636, "loss": -0.0126, "grad_norm": 0.35263416171073914, "learning_rate": 6.521212121212121e-06, "num_tokens": 2481621.0, "completions/mean_length": 372.0, "completions/min_length": 370.0, "completions/max_length": 386.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 372.0, "completions/min_terminated_length": 370.0, "completions/max_terminated_length": 386.0, "rewards/meter/mean": 0.9970118999481201, "rewards/meter/std": 1.4546116062774672e-06, "rewards/count_adherence/mean": 0.9270833730697632, "rewards/count_adherence/std": 0.029462777078151703, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.9243130683898926, "rewards/total_composite/std": 0.029373299330472946, "reward": 0.9243130683898926, "reward_std": 0.029373306781053543, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.0017782310023903847, "sampling/sampling_logp_difference/max": 2.289862632751465, "sampling/importance_sampling_ratio/min": 0.10128037631511688, "sampling/importance_sampling_ratio/mean": 0.99934321641922, "sampling/importance_sampling_ratio/max": 1.0790009498596191, "entropy": 0.0008104511016426841, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/high_mean": 0.00032383418874815106, "clip_ratio/high_max": 0.00032383418874815106, "clip_ratio/region_mean": 0.00032383418874815106, "reward_total_mean": 0.9243130683898926, "reward_meter_mean": 0.9970118999481201, "reward_meter_std": 1.4546116062774672e-06, "reward_count_adherence_mean": 0.9270833730697632, "reward_count_adherence_std": 0.029462777078151703, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.9243130683898926, "reward_total_composite_std": 0.029373299330472946}
+{"timestamp_utc": "2026-04-11T21:50:08Z", "mode": "train", "global_step": 1150, "epoch": 0.04440840284213778, "loss": 0.0522, "grad_norm": 5.2525129318237305, "learning_rate": 6.5181818181818195e-06, "num_tokens": 2483289.0, "completions/mean_length": 57.5, "completions/min_length": 54.0, "completions/max_length": 63.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 57.5, "completions/min_terminated_length": 54.0, "completions/max_terminated_length": 63.0, "rewards/meter/mean": 0.8777114748954773, "rewards/meter/std": 0.16049861907958984, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.8777114748954773, "rewards/total_composite/std": 0.16049861907958984, "reward": 0.8777114748954773, "reward_std": 0.16049860417842865, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.024218173697590828, "sampling/sampling_logp_difference/max": 5.00484561920166, "sampling/importance_sampling_ratio/min": 0.006705376319587231, "sampling/importance_sampling_ratio/mean": 0.9977035522460938, "sampling/importance_sampling_ratio/max": 1.5273561477661133, "entropy": 0.05149026960134506, "clip_ratio/low_mean": 0.004067460540682077, "clip_ratio/low_min": 0.004067460540682077, "clip_ratio/high_mean": 0.009015594609081745, "clip_ratio/high_max": 0.009015594609081745, "clip_ratio/region_mean": 0.013083055149763823, "reward_total_mean": 0.8777114748954773, "reward_meter_mean": 0.8777114748954773, "reward_meter_std": 0.16049861907958984, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.8777114748954773, "reward_total_composite_std": 0.16049861907958984}
+{"timestamp_utc": "2026-04-11T21:51:32Z", "mode": "eval", "global_step": 1150, "epoch": 0.04440840284213778, "eval_loss": NaN, "eval_runtime": 84.6125, "eval_samples_per_second": 1.229, "eval_steps_per_second": 0.154, "eval_num_tokens": 2483289.0, "eval_completions/mean_length": 216.47115384615384, "eval_completions/min_length": 60.76923076923077, "eval_completions/max_length": 447.0, "eval_completions/clipped_ratio": 0.057692307692307696, "eval_completions/mean_terminated_length": 197.60806157038763, "eval_completions/min_terminated_length": 60.76923076923077, "eval_completions/max_terminated_length": 396.38461538461536, "eval_rewards/meter/mean": 0.5331913347427661, "eval_rewards/meter/std": 0.45816060442190903, "eval_rewards/count_adherence/mean": 0.9469390053015488, "eval_rewards/count_adherence/std": 0.06932907207654072, "eval_rewards/arabic_clean/mean": 1.0, "eval_rewards/arabic_clean/std": 0.0, "eval_rewards/total_composite/mean": 0.511953374514213, "eval_rewards/total_composite/std": 0.440208015533594, "eval_reward": 0.511953374514213, "eval_reward_std": NaN, "eval_frac_reward_zero_std": 0.0, "eval_sampling/sampling_logp_difference/mean": 0.0024267814587801695, "eval_sampling/sampling_logp_difference/max": 0.5305701494216919, "eval_sampling/importance_sampling_ratio/min": 0.629830559858909, "eval_sampling/importance_sampling_ratio/mean": 1.0007386207580566, "eval_sampling/importance_sampling_ratio/max": 1.403554081916809, "eval_entropy": 0.017647026679836787, "eval_clip_ratio/low_mean": 0.0, "eval_clip_ratio/low_min": 0.0, "eval_clip_ratio/high_mean": 0.0, "eval_clip_ratio/high_max": 0.0, "eval_clip_ratio/region_mean": 0.0, "eval_reward_total_mean": 0.511953374514213, "eval_reward_meter_mean": 0.5331913347427661, "eval_reward_meter_std": 0.45816060442190903, "eval_reward_count_adherence_mean": 0.9469390053015488, "eval_reward_count_adherence_std": 0.06932907207654072, "eval_reward_arabic_clean_mean": 1.0, "eval_reward_arabic_clean_std": 0.0, "eval_reward_total_composite_mean": 0.511953374514213, "eval_reward_total_composite_std": 0.440208015533594}
+{"timestamp_utc": "2026-04-11T21:51:41Z", "mode": "train", "global_step": 1151, "epoch": 0.04444701884460921, "loss": 0.0504, "grad_norm": 3.7881219387054443, "learning_rate": 6.515151515151516e-06, "num_tokens": 2485639.0, "completions/mean_length": 122.75, "completions/min_length": 120.0, "completions/max_length": 136.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 122.75, "completions/min_terminated_length": 120.0, "completions/max_terminated_length": 136.0, "rewards/meter/mean": 0.888770341873169, "rewards/meter/std": 0.21289391815662384, "rewards/count_adherence/mean": 1.0, "rewards/count_adherence/std": 0.0, "rewards/arabic_clean/mean": 1.0, "rewards/arabic_clean/std": 0.0, "rewards/total_composite/mean": 0.888770341873169, "rewards/total_composite/std": 0.21289391815662384, "reward": 0.888770341873169, "reward_std": 0.21289391815662384, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.020240498706698418, "sampling/sampling_logp_difference/max": 6.1473388671875, "sampling/importance_sampling_ratio/min": 0.0021391669288277626, "sampling/importance_sampling_ratio/mean": 0.9987115263938904, "sampling/importance_sampling_ratio/max": 1.9864379167556763, "entropy": 0.013336000498384237, "clip_ratio/low_mean": 0.003968254197388887, "clip_ratio/low_min": 0.003968254197388887, "clip_ratio/high_mean": 0.006250000325962901, "clip_ratio/high_max": 0.006250000325962901, "clip_ratio/region_mean": 0.010218254523351789, "reward_total_mean": 0.888770341873169, "reward_meter_mean": 0.888770341873169, "reward_meter_std": 0.21289391815662384, "reward_count_adherence_mean": 1.0, "reward_count_adherence_std": 0.0, "reward_arabic_clean_mean": 1.0, "reward_arabic_clean_std": 0.0, "reward_total_composite_mean": 0.888770341873169, "reward_total_composite_std": 0.21289391815662384}

plotter.log

@@ -1938,3 +1938,103 @@
 [plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_chain.png
 [plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_run.png
 [plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_train_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/reward_panels_eval_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/kl_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/arabic_gate_chain.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_run.png
+[plot_live_rewards] updated /root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107/plots/meter_by_meter_chain.png

reward_arabic_clean_debug.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:02af34c6e81bb89eac239e34d318715f6dca3caa59f1e392c023301adf78cdc8
-size 41327484
+oid sha256:2fd95bcc64ded28dcf931ae11388b98da805ae3bebffabcc37cee007667e4fd3
+size 43242649

reward_count_adherence_debug.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a95c6588bf82fe0a84b041ef20736a661953a04ed55e8f5ee1e498f5d41651a7
-size 41350701
+oid sha256:a42257d1ea09eb4567600f37b3da2be9bc2488cf13b0e3020fc2fcceb13c52e3
+size 43267449

reward_meter_debug.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d250912447937e22cefa5fe86824f9ec4bdece6968c35f198580a297f7e39d86
-size 41495722
+oid sha256:e0e979be3c408d230ac8a96c957e6cf4a1c607679a0c1b5a9ec8d052933e1449
+size 43418595

reward_total_composite_debug.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:40a8e9ada3734cad5ece1b5e0b82062bc03b38a6d5e5ab692d120b25faaf1e80
-size 41489394
+oid sha256:bbb12c0cbeb3e8b117d7cab7bdf3e0170f3af9b62378eceef0cc96e019316bd9
+size 43412202

train.log

@@ -1132,3 +1132,54 @@
 2026-04-11 21:44:01,503 | INFO | train_grpo_train | metrics_logged mode=train step=1100
 2026-04-11 21:45:15,484 | INFO | train_grpo_train | metrics_logged mode=eval step=1100
 2026-04-11 21:45:24,605 | INFO | train_grpo_train | metrics_logged mode=train step=1101
+2026-04-11 21:45:29,440 | INFO | train_grpo_train | metrics_logged mode=train step=1102
+2026-04-11 21:45:35,197 | INFO | train_grpo_train | metrics_logged mode=train step=1103
+2026-04-11 21:45:42,572 | INFO | train_grpo_train | metrics_logged mode=train step=1104
+2026-04-11 21:45:47,204 | INFO | train_grpo_train | metrics_logged mode=train step=1105
+2026-04-11 21:45:52,731 | INFO | train_grpo_train | metrics_logged mode=train step=1106
+2026-04-11 21:45:57,965 | INFO | train_grpo_train | metrics_logged mode=train step=1107
+2026-04-11 21:46:03,088 | INFO | train_grpo_train | metrics_logged mode=train step=1108
+2026-04-11 21:46:07,927 | INFO | train_grpo_train | metrics_logged mode=train step=1109
+2026-04-11 21:46:12,722 | INFO | train_grpo_train | metrics_logged mode=train step=1110
+2026-04-11 21:46:17,710 | INFO | train_grpo_train | metrics_logged mode=train step=1111
+2026-04-11 21:46:22,906 | INFO | train_grpo_train | metrics_logged mode=train step=1112
+2026-04-11 21:46:27,817 | INFO | train_grpo_train | metrics_logged mode=train step=1113
+2026-04-11 21:46:33,430 | INFO | train_grpo_train | metrics_logged mode=train step=1114
+2026-04-11 21:46:39,342 | INFO | train_grpo_train | metrics_logged mode=train step=1115
+2026-04-11 21:46:45,330 | INFO | train_grpo_train | metrics_logged mode=train step=1116
+2026-04-11 21:46:50,009 | INFO | train_grpo_train | metrics_logged mode=train step=1117
+2026-04-11 21:46:54,304 | INFO | train_grpo_train | metrics_logged mode=train step=1118
+2026-04-11 21:46:59,993 | INFO | train_grpo_train | metrics_logged mode=train step=1119
+2026-04-11 21:47:05,986 | INFO | train_grpo_train | metrics_logged mode=train step=1120
+2026-04-11 21:47:11,481 | INFO | train_grpo_train | metrics_logged mode=train step=1121
+2026-04-11 21:47:19,044 | INFO | train_grpo_train | metrics_logged mode=train step=1122
+2026-04-11 21:47:23,624 | INFO | train_grpo_train | metrics_logged mode=train step=1123
+2026-04-11 21:47:28,339 | INFO | train_grpo_train | metrics_logged mode=train step=1124
+2026-04-11 21:47:36,102 | INFO | train_grpo_train | metrics_logged mode=train step=1125
+2026-04-11 21:47:40,754 | INFO | train_grpo_train | metrics_logged mode=train step=1126
+2026-04-11 21:47:45,815 | INFO | train_grpo_train | metrics_logged mode=train step=1127
+2026-04-11 21:47:55,583 | INFO | train_grpo_train | metrics_logged mode=train step=1128
+2026-04-11 21:48:01,626 | INFO | train_grpo_train | metrics_logged mode=train step=1129
+2026-04-11 21:48:07,122 | INFO | train_grpo_train | metrics_logged mode=train step=1130
+2026-04-11 21:48:17,112 | INFO | train_grpo_train | metrics_logged mode=train step=1131
+2026-04-11 21:48:24,804 | INFO | train_grpo_train | metrics_logged mode=train step=1132
+2026-04-11 21:48:29,221 | INFO | train_grpo_train | metrics_logged mode=train step=1133
+2026-04-11 21:48:33,804 | INFO | train_grpo_train | metrics_logged mode=train step=1134
+2026-04-11 21:48:41,870 | INFO | train_grpo_train | metrics_logged mode=train step=1135
+2026-04-11 21:48:46,591 | INFO | train_grpo_train | metrics_logged mode=train step=1136
+2026-04-11 21:48:51,267 | INFO | train_grpo_train | metrics_logged mode=train step=1137
+2026-04-11 21:48:56,569 | INFO | train_grpo_train | metrics_logged mode=train step=1138
+2026-04-11 21:49:06,223 | INFO | train_grpo_train | metrics_logged mode=train step=1139
+2026-04-11 21:49:11,512 | INFO | train_grpo_train | metrics_logged mode=train step=1140
+2026-04-11 21:49:17,187 | INFO | train_grpo_train | metrics_logged mode=train step=1141
+2026-04-11 21:49:22,780 | INFO | train_grpo_train | metrics_logged mode=train step=1142
+2026-04-11 21:49:28,155 | INFO | train_grpo_train | metrics_logged mode=train step=1143
+2026-04-11 21:49:33,097 | INFO | train_grpo_train | metrics_logged mode=train step=1144
+2026-04-11 21:49:37,874 | INFO | train_grpo_train | metrics_logged mode=train step=1145
+2026-04-11 21:49:43,185 | INFO | train_grpo_train | metrics_logged mode=train step=1146
+2026-04-11 21:49:47,833 | INFO | train_grpo_train | metrics_logged mode=train step=1147
+2026-04-11 21:49:54,701 | INFO | train_grpo_train | metrics_logged mode=train step=1148
+2026-04-11 21:50:03,435 | INFO | train_grpo_train | metrics_logged mode=train step=1149
+2026-04-11 21:50:08,134 | INFO | train_grpo_train | metrics_logged mode=train step=1150
+2026-04-11 21:51:32,807 | INFO | train_grpo_train | metrics_logged mode=eval step=1150
+2026-04-11 21:51:41,218 | INFO | train_grpo_train | metrics_logged mode=train step=1151