{ "schema_version": 1, "date": "2026-10-04", "scope": "Native Swift/MLX CUDA checkpoint diagnostic; Apple full-checkpoint memory fit is unverified.", "checkpoint": { "repository": "Aleph-Alpha/Kolibri-1-BF16", "revision": "7a8f290e7858825c3cf5e4c447ba68345de9f1d3" }, "runtime": { "schema_version": 1, "runtime": "Native Swift/MLX on CUDA using the production Kolibri model, loader, and scoring code", "harness": "Temporary executable target isolates production scoring from unrelated CLI targets; it does not validate all Linux CLI integrations.", "swift_version": "6.2", "mlx_swift_revision": "001d1aa3e5655d7efc073fb9632f952f57cdf528", "mlx_core_version": "0.32.1", "conversion_mlx_version": "0.32.2", "gpu": "NVIDIA B200, 180 GB class", "source_files": { "Sources/KolibriQualificationHarness/Harness.swift": "4a815afa5866809e744adb0af7843a39de5d8b95d51876953289fe7d3cb085c9", "Sources/KolibriQualificationHarness/KolibriLoader.swift": "3b3f40e05584efd120f37f32d2ea15b16e50ce931ad997b08dbcefdfadb6564e", "Sources/KolibriQualificationHarness/KolibriLogprobBenchmark.swift": "7ad448b7c69ffe6490d50f18b67dcb50662391860cf74bca050e85c115dbcab3", "Sources/KolibriQualificationHarness/KolibriResources.swift": "517ab9ea94faa23335fe4e769ca8ac5d7d2841743feac2eea08c63d1ba39b0f2", "Sources/KolibriQualificationHarness/KolibriWeightVerification.swift": "d8ff24cae20ba20d91582b673a92bf3fd94100347320b190e0ab144122bf862b", "Sources/MereRunKolibriModel/KolibriAttention.swift": "e82da4a0b035075f15e4746eecc27af32e5b943574b5946a0eb2d1dabb6bc08a", "Sources/MereRunKolibriModel/KolibriConfiguration.swift": "efc75064a820119b54cb8a3686d09d07637e3edda56df7a3dbb37cf82b48b980", "Sources/MereRunKolibriModel/KolibriLayers.swift": "3bd52b12f955880d141eebc97aee267a4fb0080e5e678e917e08a0e6b191f34b", "Sources/MereRunKolibriModel/KolibriModel.swift": "3103e2be471908b6deb55b5d35f0e80cd8627d1a0d4a24913638d3e396797ede", "Sources/MereRunTensor/DenseLayer.swift": "077dbdbb0d36ecd02c8150a3e0a666fdc5860b01ead2eb0f04b0682f8bff19d3", "Sources/MereRunTensor/DynamicSparseAttention.swift": "37079e09500dcd5faf214389bf0d76b2a4f89187fd01fbc62c53bcb554a86873", "Sources/MereRunTensor/FusedQuantizedProjection.swift": "aa35809d5c96e1d2b0bd10464075d0fa2947301465ab1e0b689e2874a279fcb4", "Sources/MereRunTensor/HFSafetensorsIndex.swift": "4b848730a1cedb641314a72ea8258497901335cfc1532eef879f4ffb0257ebf3", "Sources/MereRunTensor/HFSafetensorsWeightsLoader.swift": "85af8e44fd1bbab7c041418271ae409e32bf01339f86d70e2626e4afa7d23a77", "Sources/MereRunTensor/MLXCheckpoint.swift": "2ea22a051cc1c312d4829471a955d1c5cfccc4ea47dbfa14caa34a5ed1410787", "Sources/MereRunTensor/MLXRequestStreams.swift": "0b91988d7a59936af93e3882261fe6ef7116af911d7c16afcb338fc7ada35b1d", "Sources/MereRunTensor/ModelWeightsLoader.swift": "027707af40c2eeae4ef0397c76761688ff0776d4082adc413470c8eb4b6a7d79", "Sources/MereRunTensor/PortableQuantizedMatmul.swift": "7183309bd9f4bfc0bc56aafda28c346cdc2ee2b2dc967ffacaf13463be4f12c3", "Sources/MereRunTensor/ResidualQuantizedLinear.swift": "0cc21cd10d95edf7fe4e649cfc9726131a149e55aa189f10cfddf92b692dac61", "Sources/MereRunTensor/RoutedMoERouting+Gather.swift": "25ff1b1dee1e52a3fa787f95d607d6ad5ca8853162d03ae5568751a95bb2076f", "Sources/MereRunTensor/RoutedMoERouting+Residual.swift": "ae8c44c84af05c6ff7d92ba1b799b9994f15737f62a8d34c7fce86a4523a3048", "Sources/MereRunTensor/RoutedMoERouting+Sorted.swift": "1f9724ccc4032057803275e10b5f52a3f07f115363c437e4b411c5b6051de6f8", "Sources/MereRunTensor/RoutedMoERouting+Staging.swift": "1cf2dd8df780585d8de123e0bab72e1e3b904cb5a3d26009a3ef9c118857b319", "Sources/MereRunTensor/RoutedMoERouting.swift": "95fca53fbbf8938b053d6be750e2a7889b58e0059e62356eb1974048fa5851ef", "Sources/MereRunTensor/SafetensorsStreamingLoader.swift": "dfe93d7e95ddbe64c22fa0969c066c49c2558efab84e11e6a7f516a896a0204c", "Sources/MereRunTensor/SmallBatchAffineGatherQMV.swift": "2337941e65e5810f82b53678ca403d6e722ca9e76bd7e357a4a07ab81ccc7a1c", "Sources/MereRunTensor/SmallBatchAffineQMV.swift": "7efd4cbd4e1d526e2f4a34a377c7ce6e35b30a1bba0eeb74094603c501e9af5b" }, "reference_binary_sha256": "8ee839e1e8c5844ae49ec0199bfd37c6bffdcfe8407a260d899be28de2af4196", "candidate_binary_sha256": "bd436db1f42cc945c4fe61d39218ab7671501fdedc1dceeec0f0c1e18fac3514", "reference_build_configuration": "debug", "candidate_build_configuration": "release", "tiny_quant_release_debug_max_abs_logits_delta": 0.0, "final_source_differences": { "Sources/MereRunCore/Kolibri/KolibriResources.swift": { "final_sha256": "e2dc9a0ca2849d398d631d3c911837a91cde82b06c18a2a032908d247cae912c", "change": "Added local-directory identification; source revision and benchmark math unchanged. Scoring does not use the new path helper." } } }, "harness_source": "import Foundation\nimport MLX\n\nstruct ChatRequestIssue: Error, LocalizedError {\n let option: String\n let message: String\n init(_ option: String, _ message: String) { self.option = option; self.message = message }\n var errorDescription: String? { \"\\(option): \\(message)\" }\n}\n\n@main struct Harness {\n static func main() throws {\n let args = CommandLine.arguments\n guard args.count == 4 || args.count == 5 else { throw ChatRequestIssue(\"arguments\", \"model-root suite output [calibration-file]\") }\n try Device.withDefaultDevice(Device(.gpu)) {\n Memory.cacheLimit = 256 * 1024 * 1024\n try KolibriLogprobBenchmark.run(modelRoot: URL(fileURLWithPath: args[1]),\n suite: URL(fileURLWithPath: args[2]), output: URL(fileURLWithPath: args[3]),\n calibrationOutput: args.count == 5 ? URL(fileURLWithPath: args[4]) : nil,\n progressHandler: { FileHandle.standardError.write(Data(($0 + \"\\n\").utf8)) })\n }\n }\n}\n", "suite": { "sha256": "f88d4a83bc2bba693dd3645740725890837eb5d149b9e5a6b9d102f97957d23b", "sequences": [ { "id": "cal-en", "language": "en", "task": "reasoning", "split": "calibration", "tokens": [ 127904, 940, 10, 35, 70894, 5303, 263, 29230, 259, 735, 12416, 46, 24254, 14354, 318, 56320, 3863, 318, 262, 3143, 589, 15436, 46, 127906, 10, 127904, 1646, 10, 17033, 17407, 1776, 1519, 32, 56, 29522, 46, 25241, 29522, 568, 7880, 46, 742, 900, 1750, 63, 1741, 23559, 46, 127906, 10, 127904, 64090, 10, 127907, 263, 127908, 263, 49, 57, 29522, 1750, 58, 32, 51, 18092, 32, 56, 32099, 32, 53, 576, 32, 49, 57, 46, 127906 ], "scoreStart": 57 }, { "id": "cal-de", "language": "de", "task": "reasoning", "split": "calibration", "tokens": [ 127904, 940, 10, 35, 70894, 5303, 263, 29230, 259, 735, 12416, 46, 24254, 14354, 318, 56320, 3863, 318, 262, 3143, 589, 15436, 46, 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12416, 46, 24254, 14354, 318, 56320, 3863, 318, 262, 3143, 589, 15436, 46, 127906, 10, 127904, 1646, 10, 1798, 735, 262, 13134, 9996, 379, 14272, 63, 1741, 622, 2403, 14264, 46, 127906, 10, 127904, 64090, 10, 127907, 263, 127908, 263, 325, 13134, 9996, 379, 14272, 735, 2859, 46, 127906 ], "scoreStart": 50 }, { "id": "held-de-fact", "language": "de", "task": "knowledge", "split": "heldout", "tokens": [ 127904, 940, 10, 35, 70894, 5303, 263, 29230, 259, 735, 12416, 46, 24254, 14354, 318, 56320, 3863, 318, 262, 3143, 589, 15436, 46, 127906, 10, 127904, 1646, 10, 61701, 44187, 14107, 968, 16395, 63, 97011, 622, 1097, 16952, 46, 127906, 10, 127904, 64090, 10, 127907, 263, 127908, 263, 5396, 44187, 14107, 614, 16395, 2459, 3294, 46, 127906 ], "scoreStart": 48 }, { "id": "held-en-arithmetic", "language": "en", "task": "reasoning", "split": "heldout", "tokens": [ 127904, 940, 10, 35, 70894, 5303, 263, 29230, 259, 735, 12416, 46, 24254, 14354, 318, 56320, 3863, 318, 262, 3143, 589, 15436, 46, 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}, { "id": "held-en-logic", "language": "en", "task": "reasoning", "split": "heldout", "tokens": [ 127904, 940, 10, 35, 70894, 5303, 263, 29230, 259, 735, 12416, 46, 24254, 14354, 318, 56320, 3863, 318, 262, 3143, 589, 15436, 46, 127906, 10, 127904, 1646, 10, 4419, 35311, 568, 26933, 46, 3463, 26933, 476, 23134, 46, 7302, 3326, 3480, 327, 938, 35311, 476, 23134, 63, 20274, 23559, 46, 127906, 10, 127904, 64090, 10, 127907, 263, 127908, 263, 3913, 46, 543, 26933, 327, 476, 23134, 1026, 502, 2396, 1578, 35311, 44, 1409, 262, 5082, 830, 502, 3480, 46, 127906 ], "scoreStart": 59 }, { "id": "held-de-logic", "language": "de", "task": "reasoning", "split": "heldout", "tokens": [ 127904, 940, 10, 35, 70894, 5303, 263, 29230, 259, 735, 12416, 46, 24254, 14354, 318, 56320, 3863, 318, 262, 3143, 589, 15436, 46, 127906, 10, 127904, 1646, 10, 13518, 25525, 1200, 10273, 46, 44871, 10273, 1200, 13752, 329, 46, 8470, 5871, 25412, 44, 1469, 46789, 25525, 13752, 329, 1200, 63, 840, 7166, 14460, 46, 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Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nThree boxes each contain 8 marbles. Five marbles are removed. How many remain? Answer briefly.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "19 marbles remain: 3 \u00d7 8 \u2212 5 = 19." }, { "id": "cal-de", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nEin Zug f\u00e4hrt 90 Kilometer in 1,5 Stunden. Wie hoch ist seine Durchschnittsgeschwindigkeit? Antworte kurz.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "Die Durchschnittsgeschwindigkeit betr\u00e4gt 60 km/h: 90 \u00f7 1,5 = 60." }, { "id": "cal-code", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nWrite a Python function square(x) that returns x squared. Return only code.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "def square(x):\n return x * x" }, { "id": "held-en-fact", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nWhat is the chemical symbol for gold? Answer in one sentence.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "The chemical symbol for gold is Au." }, { "id": "held-de-fact", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nWelches chemische Symbol hat Eisen? Antworte in einem Satz.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "Das chemische Symbol f\u00fcr Eisen ist Fe." }, { "id": "held-en-arithmetic", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nA shop sells 17 notebooks at $6 each and refunds $12. What is its net revenue? Answer briefly.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "The net revenue is $90: 17 \u00d7 $6 \u2212 $12 = $90." }, { "id": "held-de-arithmetic", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nEine B\u00e4ckerei verkauft 24 Brote f\u00fcr je 4 Euro und gibt 8 Euro zur\u00fcck. Wie hoch ist der Nettoerl\u00f6s? Antworte kurz.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "Der Nettoerl\u00f6s betr\u00e4gt 88 Euro: 24 \u00d7 4 \u2212 8 = 88." }, { "id": "held-en-logic", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nAll whales are mammals. Some mammals can fly. Does it follow that some whales can fly? Explain briefly.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "No. The mammals that can fly need not include any whales, so the conclusion does not follow." }, { "id": "held-de-logic", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nAlle Rosen sind Pflanzen. Manche Pflanzen sind giftig. Folgt daraus, dass manche Rosen giftig sind? Begr\u00fcnde kurz.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "Nein. Die giftigen Pflanzen m\u00fcssen keine Rosen sein; die Schlussfolgerung folgt daher nicht." }, { "id": "held-en-code", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nWrite a Python function is_even(n) that returns whether n is even. Return only code.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "def is_even(n):\n return n % 2 == 0" }, { "id": "held-de-code", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nSchreibe eine Python-Funktion first_or_none(items), die das erste Element oder bei einer leeren Liste None zur\u00fcckgibt. Gib nur Code aus.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "def first_or_none(items):\n return items[0] if items else None" }, { "id": "held-en-translate", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nTranslate to German: The library opens at nine and closes at six.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "Die Bibliothek \u00f6ffnet um neun Uhr und schlie\u00dft um sechs Uhr." }, { "id": "held-de-translate", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\n\u00dcbersetze ins Englische: Die Br\u00fccke wurde vor hundert Jahren gebaut.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "The bridge was built a hundred years ago." }, { "id": "held-en-window", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nRead these records.\nRecord 0: reference code R0000, status checked.\nRecord 1: reference code R0001, status checked.\nRecord 2: reference code R0002, status checked.\nRecord 3: reference code R0003, status checked.\nRecord 4: reference code R0004, status checked.\nRecord 5: reference code R0005, status checked.\nRecord 6: reference code R0006, status checked.\nRecord 7: reference code AZURE-731, status verified.\nRecord 8: reference code R0008, status checked.\nRecord 9: reference code R0009, status checked.\nRecord 10: reference code R0010, status checked.\nRecord 11: reference code R0011, status checked.\nRecord 12: reference code R0012, status checked.\nRecord 13: reference code R0013, status checked.\nRecord 14: reference code R0014, status checked.\nRecord 15: reference code R0015, status checked.\nRecord 16: reference code R0016, status checked.\nRecord 17: reference code R0017, status checked.\nRecord 18: reference code R0018, status checked.\nRecord 19: reference code R0019, status checked.\nRecord 20: reference code R0020, status checked.\nRecord 21: reference code R0021, status checked.\nRecord 22: reference code R0022, status checked.\nRecord 23: reference code R0023, status checked.\nRecord 24: reference code R0024, status checked.\nRecord 25: reference code R0025, status checked.\nRecord 26: reference code R0026, status checked.\nRecord 27: reference code R0027, status checked.\nRecord 28: reference code R0028, status checked.\nRecord 29: reference code R0029, status checked.\nRecord 30: reference code R0030, status checked.\nRecord 31: reference code R0031, status checked.\nRecord 32: reference code R0032, status checked.\nRecord 33: reference code R0033, status checked.\nRecord 34: reference code R0034, status checked.\nRecord 35: reference code R0035, status checked.\nRecord 36: reference code R0036, status checked.\nRecord 37: reference code R0037, status checked.\nRecord 38: reference code R0038, status checked.\nRecord 39: reference code R0039, status checked.\nRecord 40: reference code R0040, status checked.\nRecord 41: reference code R0041, status checked.\nRecord 42: reference code R0042, status checked.\nRecord 43: reference code R0043, status checked.\nRecord 44: reference code R0044, status checked.\nRecord 45: reference code R0045, status checked.\nRecord 46: reference code R0046, status checked.\nRecord 47: reference code R0047, status checked.\nRecord 48: reference code R0048, status checked.\nRecord 49: reference code R0049, status checked.\nRecord 50: reference code R0050, status checked.\nRecord 51: reference code R0051, status checked.\nRecord 52: reference code R0052, status checked.\nRecord 53: reference code R0053, status checked.\nRecord 54: reference code R0054, status checked.\nRecord 55: reference code R0055, status checked.\nRecord 56: reference code R0056, status checked.\nRecord 57: reference code R0057, status checked.\nRecord 58: reference code R0058, status checked.\nRecord 59: reference code R0059, status checked.\nRecord 60: reference code R0060, status checked.\nRecord 61: reference code R0061, status checked.\nRecord 62: reference code R0062, status checked.\nRecord 63: reference code R0063, status checked.\nRecord 64: reference code R0064, status checked.\nRecord 65: reference code R0065, status checked.\nRecord 66: reference code R0066, status checked.\nRecord 67: reference code R0067, status checked.\nRecord 68: reference code R0068, status checked.\nRecord 69: reference code R0069, status checked.\nRecord 70: reference code R0070, status checked.\nRecord 71: reference code R0071, status checked.\nRecord 72: reference code R0072, status checked.\nRecord 73: reference code R0073, status checked.\nRecord 74: reference code R0074, status checked.\nRecord 75: reference code R0075, status checked.\nRecord 76: reference code R0076, status checked.\nRecord 77: reference code R0077, status checked.\nRecord 78: reference code R0078, status checked.\nRecord 79: reference code R0079, status checked.\nWhat is the reference code in Record 7? Return only the code.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "AZURE-731" }, { "id": "held-de-window", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.<|im_end|>\n<|im_start|>user\nLies diese Datens\u00e4tze.\nRecord 0: reference code R0000, status checked.\nRecord 1: reference code R0001, status checked.\nRecord 2: reference code R0002, status checked.\nRecord 3: reference code R0003, status checked.\nRecord 4: reference code R0004, status checked.\nRecord 5: reference code R0005, status checked.\nRecord 6: reference code R0006, status checked.\nRecord 7: reference code AZURE-731, status verified.\nRecord 8: reference code R0008, status checked.\nRecord 9: reference code R0009, status checked.\nRecord 10: reference code R0010, status checked.\nRecord 11: reference code R0011, status checked.\nRecord 12: reference code R0012, status checked.\nRecord 13: reference code R0013, status checked.\nRecord 14: reference code R0014, status checked.\nRecord 15: reference code R0015, status checked.\nRecord 16: reference code R0016, status checked.\nRecord 17: reference code R0017, status checked.\nRecord 18: reference code R0018, status checked.\nRecord 19: reference code R0019, status checked.\nRecord 20: reference code R0020, status checked.\nRecord 21: reference code R0021, status checked.\nRecord 22: reference code R0022, status checked.\nRecord 23: reference code R0023, status checked.\nRecord 24: reference code R0024, status checked.\nRecord 25: reference code R0025, status checked.\nRecord 26: reference code R0026, status checked.\nRecord 27: reference code R0027, status checked.\nRecord 28: reference code R0028, status checked.\nRecord 29: reference code R0029, status checked.\nRecord 30: reference code R0030, status checked.\nRecord 31: reference code R0031, status checked.\nRecord 32: reference code R0032, status checked.\nRecord 33: reference code R0033, status checked.\nRecord 34: reference code R0034, status checked.\nRecord 35: reference code R0035, status checked.\nRecord 36: reference code R0036, status checked.\nRecord 37: reference code R0037, status checked.\nRecord 38: reference code R0038, status checked.\nRecord 39: reference code R0039, status checked.\nRecord 40: reference code R0040, status checked.\nRecord 41: reference code R0041, status checked.\nRecord 42: reference code R0042, status checked.\nRecord 43: reference code R0043, status checked.\nRecord 44: reference code R0044, status checked.\nRecord 45: reference code R0045, status checked.\nRecord 46: reference code R0046, status checked.\nRecord 47: reference code R0047, status checked.\nRecord 48: reference code R0048, status checked.\nRecord 49: reference code R0049, status checked.\nRecord 50: reference code R0050, status checked.\nRecord 51: reference code R0051, status checked.\nRecord 52: reference code R0052, status checked.\nRecord 53: reference code R0053, status checked.\nRecord 54: reference code R0054, status checked.\nRecord 55: reference code R0055, status checked.\nRecord 56: reference code R0056, status checked.\nRecord 57: reference code R0057, status checked.\nRecord 58: reference code R0058, status checked.\nRecord 59: reference code R0059, status checked.\nRecord 60: reference code R0060, status checked.\nRecord 61: reference code R0061, status checked.\nRecord 62: reference code R0062, status checked.\nRecord 63: reference code R0063, status checked.\nRecord 64: reference code R0064, status checked.\nRecord 65: reference code R0065, status checked.\nRecord 66: reference code R0066, status checked.\nRecord 67: reference code R0067, status checked.\nRecord 68: reference code R0068, status checked.\nRecord 69: reference code R0069, status checked.\nRecord 70: reference code R0070, status checked.\nRecord 71: reference code R0071, status checked.\nRecord 72: reference code R0072, status checked.\nRecord 73: reference code R0073, status checked.\nRecord 74: reference code R0074, status checked.\nRecord 75: reference code R0075, status checked.\nRecord 76: reference code R0076, status checked.\nRecord 77: reference code R0077, status checked.\nRecord 78: reference code R0078, status checked.\nRecord 79: reference code R0079, status checked.\nWelcher Referenzcode steht in Record 7? Gib nur den Code aus.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "AZURE-731" }, { "id": "held-en-tool", "prompt": "<|im_start|>system\n# Reasoning effort\n\nReasoning is disabled. Proceed straight to answering according to the user's instructions.\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within XML tags:\n\n{\"function\": {\"description\": \"Get the weather for a city.\", \"name\": \"get_weather\", \"parameters\": {\"properties\": {\"city\": {\"type\": \"string\"}}, \"required\": [\"city\"], \"type\": \"object\"}}, \"type\": \"function\"}\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|im_end|>\n<|im_start|>user\nUse the weather tool to look up the weather in Halifax.<|im_end|>\n<|im_start|>assistant\n\n\n\n\n", "continuation": "\n{\"name\": \"get_weather\", \"arguments\": {\"city\": \"Halifax\"}}\n" } ] }, "artifacts": { "reference": { "conversion_sha256": "00017e76438afff556792421c677bed6299324b13e311179a5e288c9e3b13476", "conversion": { "architecture_revision": 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"tokenCount": 23 } ], "checkpointPath": "/workspace/kolibri/artifacts/Kolibri-1-MLX-reference", "chunkSize": 32, "configSHA256": "81142ed9372166d9639731fbaee8b6b308281d119f02bcfd9ed96900114a0a7a", "conversionSHA256": "00017e76438afff556792421c677bed6299324b13e311179a5e288c9e3b13476", "device": "Device(gpu, 0)", "indexSHA256": "a96aacb1e3f575ff395a7778e85823fce63e8871bd1145afbd364113c7cf8174", "peakMemoryBytes": 157802842400, "schemaVersion": 1, "suiteSHA256": "f88d4a83bc2bba693dd3645740725890837eb5d149b9e5a6b9d102f97957d23b" } }, "q8": { "conversion_sha256": "bd32f040715df2a0ee2f39a3ee2530026ef74e0bd1e46967ac44bc72276eaa83", "conversion": { "architecture_revision": "049a6a7bd2405b27d6d280d256bd3d585191c7ae", "logical_weight_bytes": 83645547520, "native_expert_order": "numeric", "output_files": { "global.safetensors": { "bytes": 1310725428, "sha256": "20bdf1aafd0ad0307547d1aa5ae4b785fa81ae942d42de14180eb9715cc28aed" }, "layer-000.safetensors": { "bytes": 1646700957, "sha256": 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"apple_full_checkpoint": "not run; ordinary CLI blocked by less than 16 GB memory admission headroom", "xctest_count": 5304, "xctest_skips": 439, "xctest_failures": 0, "swift_testing_count": 191, "gate_log_sha256": "02ba046b6e98edfe17a95476ecfb9d32fcbb3177583e1aa2b5cb32a80da50e32" } }