ggml_cuda_init: found 2 CUDA devices (Total VRAM: 32538 MiB): Device 0: Tesla P100-PCIE-16GB, compute capability 6.0, VMM: yes, VRAM: 16269 MiB Device 1: Tesla P100-PCIE-16GB, compute capability 6.0, VMM: yes, VRAM: 16269 MiB load_backend: loaded CUDA backend from /mnt/nvme1/llm/llama-eaddario-cuda-real/libggml-cuda.so load_backend: loaded RPC backend from /mnt/nvme1/llm/llama-eaddario-cuda-real/libggml-rpc.so load_backend: loaded CPU backend from /mnt/nvme1/llm/llama-eaddario-cuda-real/libggml-cpu-haswell.so common_init_result: fitting params to device memory, for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on llama_params_fit_impl: projected memory use with initial parameters [MiB]: llama_params_fit_impl: - CUDA0 (Tesla P100-PCIE-16GB): 16269 total, 20891 used, -4914 free vs. target of 2048 llama_params_fit_impl: - CUDA1 (Tesla P100-PCIE-16GB): 16269 total, 23631 used, -7650 free vs. target of 2048 llama_params_fit_impl: projected to use 44523 MiB of device memory vs. 31958 MiB of free device memory llama_params_fit_impl: cannot meet free memory targets on all devices, need to use 16661 MiB less in total llama_params_fit_impl: context size set by user to 2048 -> no change llama_params_fit_impl: with only dense weights in device memory there is a total surplus of 22693 MiB llama_params_fit_impl: filling dense-only layers back-to-front: llama_params_fit_impl: - CUDA1 (Tesla P100-PCIE-16GB): 41 layers, 5167 MiB used, 10813 MiB free llama_params_fit_impl: - CUDA0 (Tesla P100-PCIE-16GB): 0 layers, 801 MiB used, 15175 MiB free llama_params_fit_impl: converting dense-only layers to full layers and filling them front-to-back with overflow to next device/system memory: llama_params_fit_impl: - CUDA0 (Tesla P100-PCIE-16GB): 14 layers ( 1 overflowing), 13555 MiB used, 2421 MiB free llama_params_fit_impl: - CUDA1 (Tesla P100-PCIE-16GB): 27 layers (18 overflowing), 13787 MiB used, 2193 MiB free llama_params_fit: successfully fit params to free device memory llama_params_fit: fitting params to free memory took 7.62 seconds llama_model_load_from_file_impl: using device CUDA0 (Tesla P100-PCIE-16GB) (0000:01:00.0) - 16011 MiB free llama_model_load_from_file_impl: using device CUDA1 (Tesla P100-PCIE-16GB) (0000:04:00.0) - 16011 MiB free llama_model_loader: loaded meta data with 52 key-value pairs and 733 tensors from /mnt/ssd1/models/tvall43/Qwen3.6-35B-A3B-heretic/750-v1/Qwen3.6-35B-A3B-heretic-BPW10.25.gguf (version GGUF V3 (latest)) llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output. llama_model_loader: - kv 0: general.architecture str = qwen35moe llama_model_loader: - kv 1: general.type str = model llama_model_loader: - kv 2: general.sampling.top_k i32 = 20 llama_model_loader: - kv 3: general.sampling.top_p f32 = 0.950000 llama_model_loader: - kv 4: general.sampling.temp f32 = 1.000000 llama_model_loader: - kv 5: general.name str = Qwen3.6 35B A3B Heretic llama_model_loader: - kv 6: general.finetune str = heretic llama_model_loader: - kv 7: general.basename str = Qwen3.6 llama_model_loader: - kv 8: general.size_label str = 35B-A3B llama_model_loader: - kv 9: general.license str = apache-2.0 llama_model_loader: - kv 10: general.license.link str = https://huggingface.co/Qwen/Qwen3.6-3... llama_model_loader: - kv 11: general.base_model.count u32 = 1 llama_model_loader: - kv 12: general.base_model.0.name str = Qwen3.6 35B A3B llama_model_loader: - kv 13: general.base_model.0.organization str = Qwen llama_model_loader: - kv 14: general.base_model.0.repo_url str = https://huggingface.co/Qwen/Qwen3.6-3... llama_model_loader: - kv 15: general.tags arr[str,7] = ["qwen3_5_moe", "qwen", "heretic", "u... llama_model_loader: - kv 16: qwen35moe.block_count u32 = 40 llama_model_loader: - kv 17: qwen35moe.context_length u32 = 262144 llama_model_loader: - kv 18: qwen35moe.embedding_length u32 = 2048 llama_model_loader: - kv 19: qwen35moe.attention.head_count u32 = 16 llama_model_loader: - kv 20: qwen35moe.attention.head_count_kv u32 = 2 llama_model_loader: - kv 21: qwen35moe.rope.dimension_sections arr[i32,4] = [11, 11, 10, 0] llama_model_loader: - kv 22: qwen35moe.rope.freq_base f32 = 10000000.000000 llama_model_loader: - kv 23: qwen35moe.attention.layer_norm_rms_epsilon f32 = 0.000001 llama_model_loader: - kv 24: qwen35moe.expert_count u32 = 256 llama_model_loader: - kv 25: qwen35moe.expert_used_count u32 = 8 llama_model_loader: - kv 26: qwen35moe.attention.key_length u32 = 256 llama_model_loader: - kv 27: qwen35moe.attention.value_length u32 = 256 llama_model_loader: - kv 28: qwen35moe.expert_feed_forward_length u32 = 512 llama_model_loader: - kv 29: qwen35moe.expert_shared_feed_forward_length u32 = 512 llama_model_loader: - kv 30: qwen35moe.ssm.conv_kernel u32 = 4 llama_model_loader: - kv 31: qwen35moe.ssm.state_size u32 = 128 llama_model_loader: - kv 32: qwen35moe.ssm.group_count u32 = 16 llama_model_loader: - kv 33: qwen35moe.ssm.time_step_rank u32 = 32 llama_model_loader: - kv 34: qwen35moe.ssm.inner_size u32 = 4096 llama_model_loader: - kv 35: qwen35moe.full_attention_interval u32 = 4 llama_model_loader: - kv 36: qwen35moe.rope.dimension_count u32 = 64 llama_model_loader: - kv 37: tokenizer.ggml.model str = gpt2 llama_model_loader: - kv 38: tokenizer.ggml.pre str = qwen35 llama_model_loader: - kv 39: tokenizer.ggml.tokens arr[str,248320] = ["!", "\"", "#", "$", "%", "&", "'", ... llama_model_loader: - kv 40: tokenizer.ggml.token_type arr[i32,248320] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ... llama_model_loader: - kv 41: tokenizer.ggml.merges arr[str,247587] = ["Ġ Ġ", "ĠĠ ĠĠ", "i n", "Ġ t",... llama_model_loader: - kv 42: tokenizer.ggml.eos_token_id u32 = 248046 llama_model_loader: - kv 43: tokenizer.ggml.padding_token_id u32 = 248055 llama_model_loader: - kv 44: tokenizer.ggml.bos_token_id u32 = 248044 llama_model_loader: - kv 45: tokenizer.chat_template str = {%- set image_count = namespace(value... llama_model_loader: - kv 46: general.quantization_version u32 = 2 llama_model_loader: - kv 47: general.file_type u32 = 1 llama_model_loader: - kv 48: quantize.imatrix.file str = /mnt/ssd1/models/tvall43/Qwen3.6-35B-... llama_model_loader: - kv 49: quantize.imatrix.dataset str = /home/duka/llm/models/tvall43/Qwen3.6... llama_model_loader: - kv 50: quantize.imatrix.entries_count u32 = 510 llama_model_loader: - kv 51: quantize.imatrix.chunks_count u32 = 197 llama_model_loader: - type f32: 301 tensors llama_model_loader: - type f16: 110 tensors llama_model_loader: - type q8_0: 322 tensors print_info: file format = GGUF V3 (latest) print_info: file type = F16 print_info: file size = 41.36 GiB (10.25 BPW) load: 0 unused tokens load: printing all EOG tokens: load: - 248044 ('<|endoftext|>') load: - 248046 ('<|im_end|>') load: - 248063 ('<|fim_pad|>') load: - 248064 ('<|repo_name|>') load: - 248065 ('<|file_sep|>') load: special tokens cache size = 33 load: token to piece cache size = 1.7581 MB print_info: arch = qwen35moe print_info: vocab_only = 0 print_info: no_alloc = 0 print_info: n_ctx_train = 262144 print_info: n_embd = 2048 print_info: n_embd_inp = 2048 print_info: n_layer = 40 print_info: n_head = 16 print_info: n_head_kv = 2 print_info: n_rot = 64 print_info: n_swa = 0 print_info: is_swa_any = 0 print_info: n_embd_head_k = 256 print_info: n_embd_head_v = 256 print_info: n_gqa = 8 print_info: n_embd_k_gqa = 512 print_info: n_embd_v_gqa = 512 print_info: f_norm_eps = 0.0e+00 print_info: f_norm_rms_eps = 1.0e-06 print_info: f_clamp_kqv = 0.0e+00 print_info: f_max_alibi_bias = 0.0e+00 print_info: f_logit_scale = 0.0e+00 print_info: f_attn_scale = 0.0e+00 print_info: n_ff = 0 print_info: n_expert = 256 print_info: n_expert_used = 8 print_info: n_expert_groups = 0 print_info: n_group_used = 0 print_info: causal attn = 1 print_info: pooling type = -1 print_info: rope type = 40 print_info: rope scaling = linear print_info: freq_base_train = 10000000.0 print_info: freq_scale_train = 1 print_info: n_ctx_orig_yarn = 262144 print_info: rope_yarn_log_mul = 0.0000 print_info: rope_finetuned = unknown print_info: mrope sections = [11, 11, 10, 0] print_info: ssm_d_conv = 4 print_info: ssm_d_inner = 4096 print_info: ssm_d_state = 128 print_info: ssm_dt_rank = 32 print_info: ssm_n_group = 16 print_info: ssm_dt_b_c_rms = 0 print_info: model type = 35B.A3B print_info: model params = 34.66 B print_info: general.name = Qwen3.6 35B A3B Heretic print_info: vocab type = BPE print_info: n_vocab = 248320 print_info: n_merges = 247587 print_info: BOS token = 248044 '<|endoftext|>' print_info: EOS token = 248046 '<|im_end|>' print_info: EOT token = 248046 '<|im_end|>' print_info: PAD token = 248055 '<|vision_pad|>' print_info: LF token = 198 'Ċ' print_info: FIM PRE token = 248060 '<|fim_prefix|>' print_info: FIM SUF token = 248062 '<|fim_suffix|>' print_info: FIM MID token = 248061 '<|fim_middle|>' print_info: FIM PAD token = 248063 '<|fim_pad|>' print_info: FIM REP token = 248064 '<|repo_name|>' print_info: FIM SEP token = 248065 '<|file_sep|>' print_info: EOG token = 248044 '<|endoftext|>' print_info: EOG token = 248046 '<|im_end|>' print_info: EOG token = 248063 '<|fim_pad|>' print_info: EOG token = 248064 '<|repo_name|>' print_info: EOG token = 248065 '<|file_sep|>' print_info: max token length = 256 load_tensors: loading model tensors, this can take a while... (mmap = false, direct_io = true) load_tensors: offloading output layer to GPU load_tensors: offloading 39 repeating layers to GPU load_tensors: offloaded 41/41 layers to GPU load_tensors: CUDA0 model buffer size = 12706.60 MiB load_tensors: CUDA1 model buffer size = 11719.72 MiB load_tensors: CUDA_Host model buffer size = 17925.31 MiB ................................................................................................. common_init_result: added <|endoftext|> logit bias = -inf common_init_result: added <|im_end|> logit bias = -inf common_init_result: added <|fim_pad|> logit bias = -inf common_init_result: added <|repo_name|> logit bias = -inf common_init_result: added <|file_sep|> logit bias = -inf llama_context: constructing llama_context llama_context: n_seq_max = 1 llama_context: n_ctx = 2048 llama_context: n_ctx_seq = 2048 llama_context: n_batch = 2048 llama_context: n_ubatch = 2048 llama_context: causal_attn = 1 llama_context: flash_attn = enabled llama_context: kv_unified = false llama_context: freq_base = 10000000.0 llama_context: freq_scale = 1 llama_context: n_ctx_seq (2048) < n_ctx_train (262144) -- the full capacity of the model will not be utilized llama_context: CUDA_Host output buffer size = 0.95 MiB llama_kv_cache: CUDA0 KV buffer size = 24.00 MiB llama_kv_cache: CUDA1 KV buffer size = 56.00 MiB llama_kv_cache: size = 80.00 MiB ( 2048 cells, 10 layers, 1/1 seqs), K (f32): 40.00 MiB, V (f32): 40.00 MiB llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 256 llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 256 llama_memory_recurrent: CUDA0 RS buffer size = 23.03 MiB llama_memory_recurrent: CUDA1 RS buffer size = 39.78 MiB llama_memory_recurrent: size = 62.81 MiB ( 1 cells, 40 layers, 1 seqs), R (f32): 2.81 MiB, S (f32): 60.00 MiB sched_reserve: reserving ... sched_reserve: resolving fused Gated Delta Net support: sched_reserve: fused Gated Delta Net (autoregressive) enabled sched_reserve: fused Gated Delta Net (chunked) enabled sched_reserve: CUDA0 compute buffer size = 802.00 MiB sched_reserve: CUDA1 compute buffer size = 1972.00 MiB sched_reserve: CUDA_Host compute buffer size = 48.08 MiB sched_reserve: graph nodes = 3749 sched_reserve: graph splits = 75 (with bs=2048), 43 (with bs=1) sched_reserve: reserve took 38.42 ms, sched copies = 1 common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable) system_info: n_threads = 16 (n_threads_batch = 16) / 16 | CUDA : ARCHS = 600,610 | USE_GRAPHS = 1 | PEER_MAX_BATCH_SIZE = 128 | FA_ALL_QUANTS = 1 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 | kl_divergence: computing over 197 chunks, n_ctx=2048, batch_size=2048, n_seq=1 kl_divergence: 6.83 seconds per pass - ETA 22.43 minutes chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p 1 7.8312 ± 0.6314 0.00216 ± 0.00440 0.00645 ± 0.00058 2.528 ± 0.198 % 96.285 ± 0.592 % 2 6.3940 ± 0.3479 0.00012 ± 0.00277 0.00571 ± 0.00031 2.418 ± 0.115 % 96.334 ± 0.416 % 3 7.5079 ± 0.3549 0.00122 ± 0.00239 0.00690 ± 0.00034 2.651 ± 0.140 % 96.220 ± 0.344 % 4 8.0963 ± 0.3422 0.00158 ± 0.00243 0.00760 ± 0.00077 2.559 ± 0.114 % 96.114 ± 0.302 % 5 7.9193 ± 0.2963 0.00148 ± 0.00211 0.00748 ± 0.00062 2.594 ± 0.097 % 96.031 ± 0.273 % 6 7.4326 ± 0.2507 0.00059 ± 0.00184 0.00694 ± 0.00052 2.504 ± 0.085 % 96.106 ± 0.247 % 7 6.6220 ± 0.2010 0.00008 ± 0.00179 0.00818 ± 0.00070 2.621 ± 0.096 % 95.545 ± 0.244 % 8 5.7780 ± 0.1576 -0.00061 ± 0.00162 0.00768 ± 0.00061 2.595 ± 0.094 % 94.636 ± 0.249 % 9 6.0412 ± 0.1570 0.00067 ± 0.00153 0.00749 ± 0.00055 2.545 ± 0.086 % 94.776 ± 0.232 % 10 6.3063 ± 0.1579 0.00093 ± 0.00143 0.00733 ± 0.00049 2.523 ± 0.080 % 94.878 ± 0.218 % 11 6.7858 ± 0.1655 0.00112 ± 0.00134 0.00722 ± 0.00045 2.508 ± 0.074 % 94.988 ± 0.206 % 12 6.9774 ± 0.1638 0.00192 ± 0.00126 0.00705 ± 0.00041 2.477 ± 0.069 % 95.096 ± 0.195 % 13 6.9273 ± 0.1562 0.00209 ± 0.00121 0.00684 ± 0.00038 2.469 ± 0.066 % 95.203 ± 0.185 % 14 7.1072 ± 0.1560 0.00198 ± 0.00116 0.00704 ± 0.00042 2.555 ± 0.110 % 95.161 ± 0.179 % 15 7.0677 ± 0.1500 0.00204 ± 0.00113 0.00746 ± 0.00043 2.689 ± 0.113 % 95.112 ± 0.174 % 16 7.0855 ± 0.1453 0.00189 ± 0.00108 0.00734 ± 0.00041 2.662 ± 0.108 % 95.192 ± 0.167 % 17 7.2264 ± 0.1449 0.00202 ± 0.00105 0.00728 ± 0.00038 2.635 ± 0.102 % 95.204 ± 0.162 % 18 7.0234 ± 0.1360 0.00207 ± 0.00101 0.00719 ± 0.00036 2.632 ± 0.097 % 95.275 ± 0.156 % 19 6.9896 ± 0.1319 0.00211 ± 0.00098 0.00715 ± 0.00036 2.664 ± 0.107 % 95.385 ± 0.150 % 20 7.0251 ± 0.1292 0.00215 ± 0.00095 0.00707 ± 0.00034 2.642 ± 0.103 % 95.376 ± 0.147 % 21 7.2305 ± 0.1309 0.00218 ± 0.00092 0.00704 ± 0.00032 2.627 ± 0.099 % 95.331 ± 0.144 % 22 7.2471 ± 0.1282 0.00205 ± 0.00090 0.00694 ± 0.00031 2.605 ± 0.095 % 95.401 ± 0.140 % 23 7.1017 ± 0.1226 0.00178 ± 0.00087 0.00715 ± 0.00039 2.646 ± 0.100 % 95.452 ± 0.136 % 24 7.1674 ± 0.1213 0.00185 ± 0.00085 0.00703 ± 0.00037 2.619 ± 0.097 % 95.442 ± 0.133 % 25 7.2605 ± 0.1206 0.00165 ± 0.00083 0.00697 ± 0.00036 2.601 ± 0.094 % 95.480 ± 0.130 % 26 7.2137 ± 0.1171 0.00127 ± 0.00081 0.00696 ± 0.00035 2.601 ± 0.090 % 95.526 ± 0.127 % 27 7.2058 ± 0.1145 0.00120 ± 0.00079 0.00690 ± 0.00033 2.586 ± 0.087 % 95.529 ± 0.124 % 28 7.2041 ± 0.1124 0.00131 ± 0.00078 0.00692 ± 0.00033 2.584 ± 0.085 % 95.521 ± 0.122 % 29 7.2282 ± 0.1108 0.00132 ± 0.00076 0.00696 ± 0.00033 2.584 ± 0.084 % 95.540 ± 0.120 % 30 7.1662 ± 0.1079 0.00159 ± 0.00075 0.00694 ± 0.00032 2.585 ± 0.081 % 95.546 ± 0.118 % 31 7.2569 ± 0.1078 0.00176 ± 0.00074 0.00691 ± 0.00031 2.585 ± 0.080 % 95.566 ± 0.116 % 32 7.2149 ± 0.1053 0.00212 ± 0.00073 0.00707 ± 0.00031 2.610 ± 0.078 % 95.537 ± 0.114 % 33 7.1508 ± 0.1026 0.00229 ± 0.00072 0.00711 ± 0.00031 2.606 ± 0.076 % 95.583 ± 0.112 % 34 7.2354 ± 0.1024 0.00240 ± 0.00071 0.00708 ± 0.00030 2.596 ± 0.074 % 95.570 ± 0.110 % 35 7.0825 ± 0.0984 0.00228 ± 0.00070 0.00711 ± 0.00029 2.650 ± 0.076 % 95.579 ± 0.109 % 36 7.0273 ± 0.0961 0.00229 ± 0.00069 0.00707 ± 0.00028 2.641 ± 0.075 % 95.596 ± 0.107 % 37 7.0938 ± 0.0959 0.00219 ± 0.00068 0.00705 ± 0.00028 2.632 ± 0.073 % 95.606 ± 0.105 % 38 7.0896 ± 0.0946 0.00215 ± 0.00066 0.00702 ± 0.00027 2.636 ± 0.072 % 95.619 ± 0.104 % 39 7.1423 ± 0.0942 0.00241 ± 0.00067 0.00724 ± 0.00037 2.628 ± 0.071 % 95.621 ± 0.102 % 40 7.1692 ± 0.0934 0.00242 ± 0.00066 0.00722 ± 0.00036 2.622 ± 0.069 % 95.613 ± 0.101 % 41 6.9792 ± 0.0895 0.00242 ± 0.00065 0.00716 ± 0.00035 2.617 ± 0.068 % 95.625 ± 0.100 % 42 7.0259 ± 0.0890 0.00232 ± 0.00064 0.00713 ± 0.00034 2.614 ± 0.066 % 95.636 ± 0.099 % 43 7.0216 ± 0.0880 0.00216 ± 0.00066 0.00742 ± 0.00039 2.642 ± 0.068 % 95.663 ± 0.097 % 44 6.9837 ± 0.0863 0.00222 ± 0.00065 0.00734 ± 0.00038 2.628 ± 0.067 % 95.686 ± 0.096 % 45 7.0394 ± 0.0862 0.00230 ± 0.00064 0.00730 ± 0.00037 2.616 ± 0.065 % 95.673 ± 0.095 % 46 7.0478 ± 0.0853 0.00223 ± 0.00063 0.00725 ± 0.00036 2.604 ± 0.064 % 95.663 ± 0.094 % 47 6.9935 ± 0.0843 0.00313 ± 0.00086 0.00949 ± 0.00065 2.855 ± 0.091 % 95.614 ± 0.093 % 48 7.0578 ± 0.0844 0.00316 ± 0.00085 0.00948 ± 0.00063 2.842 ± 0.090 % 95.597 ± 0.093 % 49 6.9272 ± 0.0817 0.00290 ± 0.00084 0.00969 ± 0.00062 2.919 ± 0.088 % 95.595 ± 0.092 % 50 6.9394 ± 0.0810 0.00289 ± 0.00083 0.00962 ± 0.00061 2.905 ± 0.086 % 95.605 ± 0.091 % 51 6.8985 ± 0.0796 0.00293 ± 0.00084 0.00985 ± 0.00063 2.921 ± 0.085 % 95.628 ± 0.090 % 52 6.8823 ± 0.0785 0.00297 ± 0.00083 0.00976 ± 0.00062 2.909 ± 0.084 % 95.656 ± 0.088 % 53 6.9233 ± 0.0783 0.00288 ± 0.00082 0.00993 ± 0.00064 2.936 ± 0.086 % 95.640 ± 0.088 % 54 6.8995 ± 0.0772 0.00284 ± 0.00081 0.00988 ± 0.00063 2.938 ± 0.085 % 95.643 ± 0.087 % 55 6.9348 ± 0.0770 0.00277 ± 0.00079 0.00979 ± 0.00062 2.922 ± 0.084 % 95.624 ± 0.086 % 56 6.9517 ± 0.0766 0.00280 ± 0.00078 0.00973 ± 0.00061 2.915 ± 0.083 % 95.641 ± 0.085 % 57 6.9645 ± 0.0761 0.00317 ± 0.00078 0.00974 ± 0.00060 2.939 ± 0.084 % 95.649 ± 0.084 % 58 7.0070 ± 0.0760 0.00307 ± 0.00077 0.00969 ± 0.00059 2.927 ± 0.083 % 95.653 ± 0.084 % 59 7.0426 ± 0.0758 0.00308 ± 0.00076 0.00964 ± 0.00058 2.919 ± 0.082 % 95.648 ± 0.083 % 60 7.0878 ± 0.0758 0.00307 ± 0.00075 0.00961 ± 0.00057 2.919 ± 0.081 % 95.642 ± 0.082 % 61 7.0618 ± 0.0749 0.00311 ± 0.00074 0.00954 ± 0.00056 2.908 ± 0.080 % 95.657 ± 0.082 % 62 7.0445 ± 0.0741 0.00314 ± 0.00074 0.00991 ± 0.00059 2.947 ± 0.081 % 95.647 ± 0.081 % 63 7.1051 ± 0.0742 0.00306 ± 0.00073 0.00983 ± 0.00058 2.935 ± 0.080 % 95.646 ± 0.080 % 64 7.0961 ± 0.0735 0.00317 ± 0.00073 0.00990 ± 0.00058 2.955 ± 0.082 % 95.623 ± 0.080 % 65 7.1337 ± 0.0734 0.00306 ± 0.00072 0.00987 ± 0.00057 2.950 ± 0.081 % 95.630 ± 0.079 % 66 7.1032 ± 0.0725 0.00299 ± 0.00071 0.00980 ± 0.00056 2.945 ± 0.080 % 95.650 ± 0.079 % 67 7.0534 ± 0.0713 0.00263 ± 0.00072 0.01000 ± 0.00056 3.003 ± 0.083 % 95.646 ± 0.078 % 68 7.0956 ± 0.0713 0.00278 ± 0.00071 0.00999 ± 0.00056 3.009 ± 0.083 % 95.653 ± 0.077 % 69 7.0739 ± 0.0705 0.00275 ± 0.00070 0.00992 ± 0.00055 3.000 ± 0.082 % 95.672 ± 0.077 % 70 6.9725 ± 0.0689 0.00269 ± 0.00069 0.00983 ± 0.00054 2.986 ± 0.081 % 95.710 ± 0.076 % 71 6.9683 ± 0.0683 0.00262 ± 0.00068 0.00977 ± 0.00053 2.978 ± 0.080 % 95.732 ± 0.075 % 72 7.0000 ± 0.0682 0.00259 ± 0.00068 0.00971 ± 0.00053 2.969 ± 0.079 % 95.742 ± 0.074 % 73 7.0344 ± 0.0681 0.00260 ± 0.00067 0.00967 ± 0.00052 2.959 ± 0.079 % 95.752 ± 0.074 % 74 7.0565 ± 0.0679 0.00257 ± 0.00066 0.00961 ± 0.00051 2.949 ± 0.078 % 95.758 ± 0.073 % 75 7.0064 ± 0.0668 0.00259 ± 0.00065 0.00954 ± 0.00050 2.939 ± 0.077 % 95.780 ± 0.073 % 76 7.0143 ± 0.0665 0.00267 ± 0.00065 0.00949 ± 0.00050 2.938 ± 0.076 % 95.786 ± 0.072 % 77 6.9970 ± 0.0658 0.00270 ± 0.00064 0.00943 ± 0.00049 2.932 ± 0.075 % 95.788 ± 0.072 % 78 7.0281 ± 0.0657 0.00263 ± 0.00063 0.00938 ± 0.00049 2.923 ± 0.075 % 95.768 ± 0.071 % 79 7.0597 ± 0.0656 0.00265 ± 0.00063 0.00932 ± 0.00048 2.913 ± 0.074 % 95.763 ± 0.071 % 80 7.0711 ± 0.0654 0.00258 ± 0.00062 0.00930 ± 0.00047 2.915 ± 0.073 % 95.754 ± 0.070 % 81 7.1037 ± 0.0654 0.00254 ± 0.00061 0.00926 ± 0.00047 2.908 ± 0.072 % 95.751 ± 0.070 % 82 7.1070 ± 0.0650 0.00254 ± 0.00061 0.00920 ± 0.00046 2.898 ± 0.072 % 95.763 ± 0.070 % 83 7.0539 ± 0.0641 0.00246 ± 0.00062 0.00945 ± 0.00047 2.955 ± 0.074 % 95.775 ± 0.069 % 84 7.0928 ± 0.0641 0.00240 ± 0.00061 0.00942 ± 0.00047 2.947 ± 0.073 % 95.759 ± 0.069 % 85 7.1053 ± 0.0639 0.00241 ± 0.00061 0.00940 ± 0.00046 2.941 ± 0.073 % 95.764 ± 0.068 % 86 7.1391 ± 0.0638 0.00231 ± 0.00060 0.00936 ± 0.00046 2.934 ± 0.072 % 95.758 ± 0.068 % 87 7.1485 ± 0.0636 0.00225 ± 0.00060 0.00932 ± 0.00045 2.927 ± 0.071 % 95.757 ± 0.068 % 88 7.1699 ± 0.0635 0.00235 ± 0.00060 0.00935 ± 0.00045 2.933 ± 0.071 % 95.754 ± 0.067 % 89 7.1733 ± 0.0632 0.00238 ± 0.00060 0.00933 ± 0.00044 2.931 ± 0.070 % 95.759 ± 0.067 % 90 7.1816 ± 0.0629 0.00239 ± 0.00060 0.00928 ± 0.00044 2.923 ± 0.070 % 95.774 ± 0.066 % 91 7.1666 ± 0.0624 0.00236 ± 0.00059 0.00923 ± 0.00043 2.916 ± 0.069 % 95.781 ± 0.066 % 92 7.1838 ± 0.0622 0.00238 ± 0.00059 0.00921 ± 0.00043 2.914 ± 0.068 % 95.774 ± 0.066 % 93 7.1654 ± 0.0617 0.00242 ± 0.00058 0.00918 ± 0.00042 2.913 ± 0.068 % 95.780 ± 0.065 % 94 7.2009 ± 0.0618 0.00242 ± 0.00058 0.00915 ± 0.00042 2.905 ± 0.067 % 95.773 ± 0.065 % 95 7.2157 ± 0.0616 0.00234 ± 0.00058 0.00913 ± 0.00042 2.901 ± 0.067 % 95.772 ± 0.065 % 96 7.2254 ± 0.0614 0.00206 ± 0.00057 0.00919 ± 0.00041 2.910 ± 0.066 % 95.771 ± 0.064 % 97 7.2416 ± 0.0613 0.00182 ± 0.00058 0.00930 ± 0.00042 2.940 ± 0.067 % 95.766 ± 0.064 % 98 7.2706 ± 0.0612 0.00181 ± 0.00057 0.00926 ± 0.00041 2.932 ± 0.067 % 95.758 ± 0.064 % 99 7.3048 ± 0.0613 0.00182 ± 0.00057 0.00923 ± 0.00041 2.924 ± 0.066 % 95.740 ± 0.063 % 100 7.2909 ± 0.0608 0.00194 ± 0.00057 0.00925 ± 0.00041 2.939 ± 0.067 % 95.748 ± 0.063 % 101 7.3069 ± 0.0606 0.00192 ± 0.00056 0.00922 ± 0.00040 2.932 ± 0.066 % 95.732 ± 0.063 % 102 7.3140 ± 0.0604 0.00207 ± 0.00056 0.00922 ± 0.00040 2.942 ± 0.067 % 95.735 ± 0.063 % 103 7.2899 ± 0.0599 0.00200 ± 0.00056 0.00919 ± 0.00039 2.936 ± 0.066 % 95.736 ± 0.062 % 104 7.2640 ± 0.0593 0.00201 ± 0.00055 0.00916 ± 0.00039 2.932 ± 0.066 % 95.736 ± 0.062 % 105 7.2483 ± 0.0589 0.00204 ± 0.00055 0.00915 ± 0.00039 2.931 ± 0.065 % 95.732 ± 0.062 % 106 7.2197 ± 0.0584 0.00207 ± 0.00055 0.00911 ± 0.00038 2.924 ± 0.064 % 95.737 ± 0.061 % 107 7.1962 ± 0.0579 0.00203 ± 0.00054 0.00908 ± 0.00038 2.927 ± 0.064 % 95.742 ± 0.061 % 108 7.1684 ± 0.0573 0.00207 ± 0.00054 0.00905 ± 0.00038 2.925 ± 0.063 % 95.743 ± 0.061 % 109 7.1808 ± 0.0571 0.00208 ± 0.00054 0.00902 ± 0.00037 2.919 ± 0.063 % 95.745 ± 0.060 % 110 7.1219 ± 0.0563 0.00212 ± 0.00053 0.00898 ± 0.00037 2.915 ± 0.063 % 95.760 ± 0.060 % 111 7.1226 ± 0.0560 0.00210 ± 0.00053 0.00895 ± 0.00037 2.913 ± 0.062 % 95.769 ± 0.060 % 112 7.1649 ± 0.0562 0.00211 ± 0.00052 0.00892 ± 0.00036 2.907 ± 0.062 % 95.773 ± 0.059 % 113 7.1454 ± 0.0557 0.00214 ± 0.00052 0.00892 ± 0.00036 2.911 ± 0.061 % 95.773 ± 0.059 % 114 7.1731 ± 0.0558 0.00217 ± 0.00052 0.00890 ± 0.00036 2.906 ± 0.061 % 95.774 ± 0.059 % 115 7.1823 ± 0.0556 0.00213 ± 0.00051 0.00887 ± 0.00035 2.901 ± 0.061 % 95.769 ± 0.059 % 116 7.1872 ± 0.0554 0.00212 ± 0.00051 0.00884 ± 0.00035 2.895 ± 0.060 % 95.771 ± 0.058 % 117 7.2087 ± 0.0554 0.00209 ± 0.00051 0.00882 ± 0.00035 2.891 ± 0.060 % 95.768 ± 0.058 % 118 7.2148 ± 0.0551 0.00209 ± 0.00050 0.00880 ± 0.00034 2.886 ± 0.059 % 95.770 ± 0.058 % 119 7.2350 ± 0.0551 0.00206 ± 0.00050 0.00877 ± 0.00034 2.881 ± 0.059 % 95.773 ± 0.058 % 120 7.2387 ± 0.0549 0.00203 ± 0.00050 0.00874 ± 0.00034 2.876 ± 0.059 % 95.771 ± 0.057 % 121 7.2567 ± 0.0548 0.00200 ± 0.00050 0.00873 ± 0.00034 2.876 ± 0.058 % 95.772 ± 0.057 % 122 7.2347 ± 0.0544 0.00200 ± 0.00049 0.00871 ± 0.00033 2.870 ± 0.058 % 95.777 ± 0.057 % 123 7.2225 ± 0.0541 0.00203 ± 0.00049 0.00870 ± 0.00033 2.877 ± 0.058 % 95.774 ± 0.057 % 124 7.2182 ± 0.0538 0.00206 ± 0.00049 0.00872 ± 0.00033 2.881 ± 0.057 % 95.761 ± 0.057 % 125 7.1461 ± 0.0530 0.00227 ± 0.00049 0.00886 ± 0.00033 2.923 ± 0.057 % 95.770 ± 0.056 % 126 7.1863 ± 0.0531 0.00230 ± 0.00049 0.00885 ± 0.00033 2.925 ± 0.057 % 95.763 ± 0.056 % 127 7.1968 ± 0.0530 0.00230 ± 0.00049 0.00883 ± 0.00032 2.920 ± 0.057 % 95.759 ± 0.056 % 128 7.2296 ± 0.0531 0.00229 ± 0.00048 0.00881 ± 0.00032 2.915 ± 0.057 % 95.755 ± 0.056 % 129 7.2044 ± 0.0527 0.00231 ± 0.00048 0.00878 ± 0.00032 2.909 ± 0.056 % 95.767 ± 0.055 % 130 7.2244 ± 0.0526 0.00232 ± 0.00048 0.00876 ± 0.00032 2.904 ± 0.056 % 95.764 ± 0.055 % 131 7.2460 ± 0.0526 0.00228 ± 0.00048 0.00878 ± 0.00032 2.908 ± 0.056 % 95.762 ± 0.055 % 132 7.2489 ± 0.0524 0.00228 ± 0.00047 0.00880 ± 0.00032 2.911 ± 0.056 % 95.746 ± 0.055 % 133 7.2455 ± 0.0522 0.00229 ± 0.00047 0.00879 ± 0.00031 2.908 ± 0.056 % 95.739 ± 0.055 % 134 7.2506 ± 0.0520 0.00229 ± 0.00047 0.00876 ± 0.00031 2.904 ± 0.055 % 95.742 ± 0.055 % 135 7.2467 ± 0.0518 0.00237 ± 0.00047 0.00875 ± 0.00031 2.900 ± 0.055 % 95.737 ± 0.054 % 136 7.2653 ± 0.0517 0.00236 ± 0.00046 0.00872 ± 0.00031 2.896 ± 0.055 % 95.735 ± 0.054 % 137 7.2687 ± 0.0516 0.00233 ± 0.00046 0.00871 ± 0.00030 2.895 ± 0.054 % 95.734 ± 0.054 % 138 7.2701 ± 0.0514 0.00240 ± 0.00046 0.00869 ± 0.00030 2.891 ± 0.054 % 95.732 ± 0.054 % 139 7.2677 ± 0.0512 0.00237 ± 0.00046 0.00866 ± 0.00030 2.886 ± 0.054 % 95.734 ± 0.054 % 140 7.2640 ± 0.0509 0.00232 ± 0.00045 0.00868 ± 0.00030 2.894 ± 0.054 % 95.738 ± 0.053 % 141 7.2763 ± 0.0509 0.00235 ± 0.00045 0.00866 ± 0.00030 2.889 ± 0.053 % 95.729 ± 0.053 % 142 7.3012 ± 0.0509 0.00234 ± 0.00045 0.00863 ± 0.00029 2.883 ± 0.053 % 95.727 ± 0.053 % 143 7.2561 ± 0.0504 0.00236 ± 0.00045 0.00860 ± 0.00029 2.878 ± 0.053 % 95.743 ± 0.053 % 144 7.2651 ± 0.0502 0.00240 ± 0.00044 0.00858 ± 0.00029 2.873 ± 0.052 % 95.742 ± 0.053 % 145 7.2695 ± 0.0501 0.00242 ± 0.00044 0.00856 ± 0.00029 2.870 ± 0.052 % 95.733 ± 0.052 % 146 7.2800 ± 0.0500 0.00243 ± 0.00044 0.00855 ± 0.00029 2.868 ± 0.052 % 95.728 ± 0.052 % 147 7.2844 ± 0.0499 0.00243 ± 0.00044 0.00854 ± 0.00028 2.866 ± 0.052 % 95.736 ± 0.052 % 148 7.2977 ± 0.0498 0.00245 ± 0.00044 0.00853 ± 0.00028 2.861 ± 0.051 % 95.735 ± 0.052 % 149 7.3029 ± 0.0497 0.00247 ± 0.00043 0.00852 ± 0.00028 2.858 ± 0.051 % 95.732 ± 0.052 % 150 7.2792 ± 0.0493 0.00258 ± 0.00044 0.00871 ± 0.00029 2.914 ± 0.053 % 95.740 ± 0.052 % 151 7.2780 ± 0.0491 0.00265 ± 0.00043 0.00869 ± 0.00028 2.910 ± 0.053 % 95.751 ± 0.051 % 152 7.2753 ± 0.0489 0.00262 ± 0.00043 0.00867 ± 0.00028 2.911 ± 0.053 % 95.762 ± 0.051 % 153 7.2762 ± 0.0488 0.00264 ± 0.00043 0.00866 ± 0.00028 2.911 ± 0.053 % 95.763 ± 0.051 % 154 7.2863 ± 0.0487 0.00272 ± 0.00043 0.00865 ± 0.00028 2.907 ± 0.052 % 95.755 ± 0.051 % 155 7.3072 ± 0.0487 0.00271 ± 0.00043 0.00863 ± 0.00028 2.902 ± 0.052 % 95.744 ± 0.051 % 156 7.3016 ± 0.0485 0.00271 ± 0.00042 0.00868 ± 0.00028 2.905 ± 0.052 % 95.748 ± 0.051 % 157 7.2971 ± 0.0482 0.00266 ± 0.00042 0.00866 ± 0.00028 2.902 ± 0.052 % 95.746 ± 0.050 % 158 7.3055 ± 0.0482 0.00267 ± 0.00042 0.00864 ± 0.00028 2.898 ± 0.052 % 95.748 ± 0.050 % 159 7.3146 ± 0.0480 0.00270 ± 0.00042 0.00862 ± 0.00028 2.894 ± 0.051 % 95.738 ± 0.050 % 160 7.3492 ± 0.0482 0.00272 ± 0.00042 0.00861 ± 0.00028 2.891 ± 0.051 % 95.728 ± 0.050 % 161 7.3658 ± 0.0482 0.00273 ± 0.00041 0.00859 ± 0.00028 2.887 ± 0.051 % 95.730 ± 0.050 % 162 7.3588 ± 0.0479 0.00274 ± 0.00041 0.00857 ± 0.00027 2.886 ± 0.051 % 95.739 ± 0.050 % 163 7.3526 ± 0.0477 0.00268 ± 0.00041 0.00858 ± 0.00027 2.892 ± 0.051 % 95.743 ± 0.049 % 164 7.2732 ± 0.0470 0.00267 ± 0.00041 0.00854 ± 0.00027 2.886 ± 0.051 % 95.758 ± 0.049 % 165 7.2904 ± 0.0470 0.00271 ± 0.00041 0.00853 ± 0.00027 2.883 ± 0.051 % 95.759 ± 0.049 % 166 7.2988 ± 0.0469 0.00265 ± 0.00041 0.00857 ± 0.00027 2.889 ± 0.051 % 95.760 ± 0.049 % 167 7.3158 ± 0.0469 0.00254 ± 0.00041 0.00864 ± 0.00027 2.898 ± 0.051 % 95.759 ± 0.049 % 168 7.3254 ± 0.0468 0.00251 ± 0.00041 0.00871 ± 0.00029 2.903 ± 0.051 % 95.757 ± 0.049 % 169 7.3271 ± 0.0467 0.00254 ± 0.00041 0.00869 ± 0.00028 2.901 ± 0.051 % 95.760 ± 0.048 % 170 7.3168 ± 0.0465 0.00234 ± 0.00041 0.00876 ± 0.00028 2.912 ± 0.051 % 95.757 ± 0.048 % 171 7.3025 ± 0.0462 0.00235 ± 0.00041 0.00876 ± 0.00028 2.914 ± 0.051 % 95.761 ± 0.048 % 172 7.3285 ± 0.0463 0.00236 ± 0.00041 0.00875 ± 0.00028 2.912 ± 0.051 % 95.746 ± 0.048 % 173 7.3416 ± 0.0463 0.00259 ± 0.00042 0.00902 ± 0.00029 2.967 ± 0.052 % 95.735 ± 0.048 % 174 7.3331 ± 0.0461 0.00261 ± 0.00042 0.00900 ± 0.00029 2.965 ± 0.052 % 95.733 ± 0.048 % 175 7.3480 ± 0.0461 0.00259 ± 0.00041 0.00899 ± 0.00029 2.961 ± 0.052 % 95.725 ± 0.048 % 176 7.3721 ± 0.0461 0.00262 ± 0.00041 0.00897 ± 0.00028 2.956 ± 0.052 % 95.717 ± 0.048 % 177 7.3683 ± 0.0459 0.00262 ± 0.00041 0.00898 ± 0.00028 2.957 ± 0.051 % 95.711 ± 0.048 % 178 7.3759 ± 0.0459 0.00262 ± 0.00041 0.00897 ± 0.00028 2.954 ± 0.051 % 95.710 ± 0.047 % 179 7.3106 ± 0.0453 0.00261 ± 0.00041 0.00896 ± 0.00028 2.957 ± 0.051 % 95.711 ± 0.047 % 180 7.3139 ± 0.0451 0.00264 ± 0.00041 0.00894 ± 0.00028 2.954 ± 0.051 % 95.709 ± 0.047 % 181 7.2901 ± 0.0449 0.00263 ± 0.00040 0.00892 ± 0.00028 2.954 ± 0.051 % 95.718 ± 0.047 % 182 7.2970 ± 0.0448 0.00267 ± 0.00040 0.00892 ± 0.00028 2.955 ± 0.051 % 95.717 ± 0.047 % 183 7.2973 ± 0.0447 0.00267 ± 0.00040 0.00901 ± 0.00028 2.960 ± 0.051 % 95.720 ± 0.047 % 184 7.2869 ± 0.0445 0.00268 ± 0.00040 0.00902 ± 0.00028 2.957 ± 0.051 % 95.722 ± 0.047 % 185 7.2895 ± 0.0443 0.00268 ± 0.00040 0.00901 ± 0.00028 2.955 ± 0.051 % 95.724 ± 0.047 % 186 7.3049 ± 0.0443 0.00267 ± 0.00040 0.00901 ± 0.00028 2.957 ± 0.051 % 95.722 ± 0.046 % 187 7.2960 ± 0.0441 0.00266 ± 0.00040 0.00903 ± 0.00028 2.964 ± 0.051 % 95.724 ± 0.046 % 188 7.3031 ± 0.0441 0.00264 ± 0.00040 0.00902 ± 0.00028 2.962 ± 0.051 % 95.719 ± 0.046 % 189 7.3181 ± 0.0441 0.00261 ± 0.00040 0.00901 ± 0.00028 2.959 ± 0.050 % 95.717 ± 0.046 % 190 7.3166 ± 0.0439 0.00261 ± 0.00039 0.00899 ± 0.00028 2.956 ± 0.050 % 95.722 ± 0.046 % 191 7.3356 ± 0.0439 0.00262 ± 0.00039 0.00896 ± 0.00027 2.952 ± 0.050 % 95.722 ± 0.046 % 192 7.3444 ± 0.0439 0.00259 ± 0.00039 0.00895 ± 0.00027 2.950 ± 0.050 % 95.724 ± 0.046 % 193 7.3268 ± 0.0436 0.00263 ± 0.00039 0.00895 ± 0.00027 2.950 ± 0.050 % 95.726 ± 0.046 % 194 7.3096 ± 0.0434 0.00268 ± 0.00039 0.00898 ± 0.00027 2.964 ± 0.050 % 95.730 ± 0.045 % 195 7.3285 ± 0.0434 0.00273 ± 0.00039 0.00898 ± 0.00027 2.963 ± 0.050 % 95.729 ± 0.045 % 196 7.3425 ± 0.0434 0.00274 ± 0.00039 0.00896 ± 0.00027 2.959 ± 0.049 % 95.726 ± 0.045 % 197 7.3734 ± 0.0435 0.00276 ± 0.00038 0.00895 ± 0.00027 2.955 ± 0.049 % 95.727 ± 0.045 % ====== Perplexity statistics ====== Mean PPL(Q) : 7.373440 ± 0.043533 Mean PPL(base) : 7.353122 ± 0.043360 Cor(ln(PPL(Q)), ln(PPL(base))): 99.79% Mean ln(PPL(Q)/PPL(base)) : 0.002759 ± 0.000384 Mean PPL(Q)/PPL(base) : 1.002763 ± 0.000385 Mean PPL(Q)-PPL(base) : 0.020317 ± 0.002832 ====== KL divergence statistics ====== Mean KLD: 0.008947 ± 0.000267 Maximum KLD: 17.035978 99.9% KLD: 0.679305 99.0% KLD: 0.057139 95.0% KLD: 0.019401 90.0% KLD: 0.012850 Median KLD: 0.003271 10.0% KLD: 0.000126 5.0% KLD: 0.000042 1.0% KLD: 0.000005 0.1% KLD: -0.000001 Minimum KLD: -0.000057 ====== Token probability statistics ====== Mean Δp: -0.041 ± 0.007 % Maximum Δp: 99.838% 99.9% Δp: 19.689% 99.0% Δp: 7.187% 95.0% Δp: 3.404% 90.0% Δp: 1.944% 75.0% Δp: 0.354% Median Δp: -0.001% 25.0% Δp: -0.443% 10.0% Δp: -2.122% 5.0% Δp: -3.584% 1.0% Δp: -7.281% 0.1% Δp: -18.834% Minimum Δp: -99.826% RMS Δp : 2.955 ± 0.049 % Same top p: 95.727 ± 0.045 % llama_perf_context_print: load time = 239240.41 ms llama_perf_context_print: prompt eval time = 1432231.99 ms / 403456 tokens ( 3.55 ms per token, 281.70 tokens per second) llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second) llama_perf_context_print: total time = 1471338.96 ms / 403457 tokens llama_perf_context_print: graphs reused = 196 llama_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted | llama_memory_breakdown_print: | - CUDA0 (P100-PCIE-16GB) | 16269 = 2233 + (13555 = 12706 + 47 + 801) + 480 | llama_memory_breakdown_print: | - CUDA1 (P100-PCIE-16GB) | 16269 = 715 + (13787 = 11719 + 95 + 1972) + 1766 | llama_memory_breakdown_print: | - Host | 17973 = 17925 + 0 + 48 |