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, 19915 used, -3938 free vs. target of 2048 llama_params_fit_impl: - CUDA1 (Tesla P100-PCIE-16GB): 16269 total, 23574 used, -7593 free vs. target of 2048 llama_params_fit_impl: projected to use 43490 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 15628 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 22766 MiB llama_params_fit_impl: filling dense-only layers back-to-front: llama_params_fit_impl: - CUDA1 (Tesla P100-PCIE-16GB): 41 layers, 5094 MiB used, 10887 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): 15 layers ( 1 overflowing), 13919 MiB used, 2057 MiB free llama_params_fit_impl: - CUDA1 (Tesla P100-PCIE-16GB): 26 layers (17 overflowing), 13462 MiB used, 2518 MiB free llama_params_fit: successfully fit params to free device memory llama_params_fit: fitting params to free memory took 6.67 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-BPW10.00.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: 97 tensors llama_model_loader: - type q8_0: 335 tensors print_info: file format = GGUF V3 (latest) print_info: file type = F16 print_info: file size = 40.35 GiB (10.00 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 = 13068.01 MiB load_tensors: CUDA1 model buffer size = 11381.30 MiB load_tensors: CUDA_Host model buffer size = 16869.31 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 = 25.12 MiB llama_memory_recurrent: CUDA1 RS buffer size = 37.69 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 = 1988.00 MiB sched_reserve: CUDA_Host compute buffer size = 48.08 MiB sched_reserve: graph nodes = 3749 sched_reserve: graph splits = 71 (with bs=2048), 41 (with bs=1) sched_reserve: reserve took 34.80 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: 6.46 seconds per pass - ETA 21.20 minutes chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p 1 7.8095 ± 0.6300 -0.00062 ± 0.00446 0.00664 ± 0.00057 2.629 ± 0.214 % 96.285 ± 0.592 % 2 6.3949 ± 0.3483 0.00026 ± 0.00282 0.00590 ± 0.00031 2.559 ± 0.128 % 96.334 ± 0.416 % 3 7.5057 ± 0.3553 0.00092 ± 0.00244 0.00727 ± 0.00039 2.871 ± 0.181 % 96.123 ± 0.349 % 4 8.1172 ± 0.3435 0.00416 ± 0.00244 0.00796 ± 0.00053 2.943 ± 0.208 % 95.968 ± 0.308 % 5 7.9386 ± 0.2973 0.00392 ± 0.00212 0.00781 ± 0.00043 2.912 ± 0.172 % 95.875 ± 0.278 % 6 7.4447 ± 0.2513 0.00222 ± 0.00183 0.00719 ± 0.00036 2.777 ± 0.151 % 96.139 ± 0.246 % 7 6.6306 ± 0.2015 0.00138 ± 0.00179 0.00871 ± 0.00070 2.939 ± 0.166 % 95.531 ± 0.244 % 8 5.7839 ± 0.1579 0.00042 ± 0.00161 0.00811 ± 0.00061 2.862 ± 0.152 % 94.734 ± 0.247 % 9 6.0470 ± 0.1573 0.00164 ± 0.00150 0.00785 ± 0.00054 2.789 ± 0.139 % 94.852 ± 0.230 % 10 6.3131 ± 0.1582 0.00200 ± 0.00141 0.00766 ± 0.00049 2.733 ± 0.128 % 95.005 ± 0.215 % 11 6.7926 ± 0.1658 0.00211 ± 0.00133 0.00755 ± 0.00045 2.702 ± 0.119 % 95.068 ± 0.204 % 12 6.9845 ± 0.1641 0.00294 ± 0.00125 0.00737 ± 0.00041 2.660 ± 0.111 % 95.194 ± 0.193 % 13 6.9324 ± 0.1565 0.00282 ± 0.00120 0.00717 ± 0.00038 2.641 ± 0.104 % 95.323 ± 0.183 % 14 7.1140 ± 0.1563 0.00293 ± 0.00115 0.00724 ± 0.00037 2.694 ± 0.117 % 95.336 ± 0.176 % 15 7.0727 ± 0.1502 0.00275 ± 0.00113 0.00763 ± 0.00038 2.796 ± 0.115 % 95.308 ± 0.171 % 16 7.0903 ± 0.1456 0.00258 ± 0.00108 0.00749 ± 0.00036 2.755 ± 0.110 % 95.406 ± 0.164 % 17 7.2301 ± 0.1451 0.00253 ± 0.00103 0.00741 ± 0.00034 2.722 ± 0.105 % 95.463 ± 0.158 % 18 7.0271 ± 0.1361 0.00259 ± 0.00100 0.00731 ± 0.00032 2.721 ± 0.099 % 95.514 ± 0.153 % 19 6.9934 ± 0.1320 0.00265 ± 0.00101 0.00745 ± 0.00040 2.762 ± 0.115 % 95.617 ± 0.147 % 20 7.0295 ± 0.1294 0.00277 ± 0.00098 0.00736 ± 0.00039 2.745 ± 0.110 % 95.562 ± 0.144 % 21 7.2361 ± 0.1311 0.00297 ± 0.00095 0.00734 ± 0.00037 2.738 ± 0.106 % 95.555 ± 0.141 % 22 7.2518 ± 0.1283 0.00270 ± 0.00093 0.00723 ± 0.00035 2.718 ± 0.102 % 95.592 ± 0.137 % 23 7.1069 ± 0.1228 0.00251 ± 0.00090 0.00742 ± 0.00042 2.753 ± 0.105 % 95.648 ± 0.133 % 24 7.1727 ± 0.1214 0.00259 ± 0.00087 0.00729 ± 0.00040 2.723 ± 0.102 % 95.617 ± 0.131 % 25 7.2664 ± 0.1208 0.00245 ± 0.00085 0.00721 ± 0.00039 2.697 ± 0.099 % 95.656 ± 0.127 % 26 7.2184 ± 0.1172 0.00193 ± 0.00083 0.00718 ± 0.00037 2.695 ± 0.095 % 95.688 ± 0.125 % 27 7.2098 ± 0.1146 0.00175 ± 0.00082 0.00712 ± 0.00036 2.676 ± 0.093 % 95.710 ± 0.122 % 28 7.2089 ± 0.1125 0.00198 ± 0.00080 0.00706 ± 0.00035 2.669 ± 0.090 % 95.713 ± 0.120 % 29 7.2318 ± 0.1109 0.00182 ± 0.00078 0.00710 ± 0.00035 2.668 ± 0.088 % 95.766 ± 0.117 % 30 7.1695 ± 0.1080 0.00204 ± 0.00077 0.00706 ± 0.00033 2.655 ± 0.086 % 95.774 ± 0.115 % 31 7.2603 ± 0.1078 0.00223 ± 0.00075 0.00701 ± 0.00032 2.651 ± 0.084 % 95.790 ± 0.113 % 32 7.2188 ± 0.1054 0.00265 ± 0.00074 0.00715 ± 0.00032 2.661 ± 0.082 % 95.763 ± 0.111 % 33 7.1538 ± 0.1027 0.00271 ± 0.00073 0.00716 ± 0.00032 2.649 ± 0.080 % 95.794 ± 0.109 % 34 7.2389 ± 0.1025 0.00288 ± 0.00072 0.00713 ± 0.00031 2.636 ± 0.078 % 95.791 ± 0.108 % 35 7.0863 ± 0.0985 0.00282 ± 0.00071 0.00714 ± 0.00030 2.668 ± 0.078 % 95.780 ± 0.106 % 36 7.0313 ± 0.0962 0.00286 ± 0.00069 0.00710 ± 0.00029 2.661 ± 0.076 % 95.805 ± 0.104 % 37 7.0979 ± 0.0960 0.00277 ± 0.00068 0.00709 ± 0.00029 2.654 ± 0.074 % 95.789 ± 0.103 % 38 7.0943 ± 0.0947 0.00281 ± 0.00067 0.00706 ± 0.00028 2.659 ± 0.074 % 95.786 ± 0.102 % 39 7.1464 ± 0.0943 0.00298 ± 0.00067 0.00728 ± 0.00037 2.647 ± 0.073 % 95.794 ± 0.100 % 40 7.1731 ± 0.0935 0.00297 ± 0.00066 0.00726 ± 0.00037 2.644 ± 0.071 % 95.797 ± 0.099 % 41 6.9829 ± 0.0895 0.00296 ± 0.00065 0.00720 ± 0.00036 2.635 ± 0.069 % 95.816 ± 0.098 % 42 7.0295 ± 0.0891 0.00283 ± 0.00065 0.00718 ± 0.00035 2.636 ± 0.068 % 95.815 ± 0.097 % 43 7.0244 ± 0.0880 0.00256 ± 0.00067 0.00736 ± 0.00035 2.673 ± 0.071 % 95.829 ± 0.095 % 44 6.9863 ± 0.0864 0.00260 ± 0.00066 0.00729 ± 0.00034 2.660 ± 0.070 % 95.854 ± 0.094 % 45 7.0418 ± 0.0862 0.00264 ± 0.00065 0.00724 ± 0.00034 2.646 ± 0.068 % 95.862 ± 0.093 % 46 7.0506 ± 0.0854 0.00263 ± 0.00064 0.00719 ± 0.00033 2.634 ± 0.067 % 95.846 ± 0.092 % 47 6.9948 ± 0.0844 0.00332 ± 0.00095 0.00952 ± 0.00056 2.968 ± 0.101 % 95.788 ± 0.092 % 48 7.0592 ± 0.0845 0.00337 ± 0.00094 0.00951 ± 0.00054 2.955 ± 0.099 % 95.764 ± 0.091 % 49 6.9296 ± 0.0818 0.00325 ± 0.00094 0.00979 ± 0.00054 3.063 ± 0.097 % 95.743 ± 0.090 % 50 6.9412 ± 0.0810 0.00316 ± 0.00092 0.00973 ± 0.00053 3.052 ± 0.095 % 95.746 ± 0.089 % 51 6.9008 ± 0.0797 0.00326 ± 0.00092 0.00998 ± 0.00057 3.062 ± 0.094 % 95.768 ± 0.088 % 52 6.8847 ± 0.0786 0.00332 ± 0.00091 0.00989 ± 0.00056 3.049 ± 0.093 % 95.787 ± 0.087 % 53 6.9259 ± 0.0784 0.00325 ± 0.00090 0.01006 ± 0.00058 3.071 ± 0.094 % 95.769 ± 0.086 % 54 6.9015 ± 0.0773 0.00313 ± 0.00089 0.00999 ± 0.00057 3.063 ± 0.093 % 95.773 ± 0.086 % 55 6.9366 ± 0.0770 0.00303 ± 0.00087 0.00990 ± 0.00056 3.046 ± 0.092 % 95.777 ± 0.085 % 56 6.9539 ± 0.0766 0.00312 ± 0.00086 0.00984 ± 0.00055 3.034 ± 0.090 % 95.783 ± 0.084 % 57 6.9666 ± 0.0761 0.00348 ± 0.00085 0.00985 ± 0.00055 3.055 ± 0.092 % 95.792 ± 0.083 % 58 7.0087 ± 0.0760 0.00332 ± 0.00084 0.00981 ± 0.00054 3.042 ± 0.091 % 95.778 ± 0.083 % 59 7.0444 ± 0.0758 0.00332 ± 0.00083 0.00976 ± 0.00053 3.031 ± 0.089 % 95.772 ± 0.082 % 60 7.0895 ± 0.0758 0.00332 ± 0.00082 0.00973 ± 0.00052 3.031 ± 0.088 % 95.762 ± 0.081 % 61 7.0631 ± 0.0749 0.00330 ± 0.00081 0.00966 ± 0.00051 3.021 ± 0.087 % 95.779 ± 0.080 % 62 7.0457 ± 0.0741 0.00331 ± 0.00080 0.01006 ± 0.00054 3.069 ± 0.088 % 95.760 ± 0.080 % 63 7.1066 ± 0.0743 0.00327 ± 0.00079 0.00998 ± 0.00053 3.055 ± 0.087 % 95.767 ± 0.079 % 64 7.0982 ± 0.0736 0.00347 ± 0.00080 0.01008 ± 0.00055 3.074 ± 0.089 % 95.745 ± 0.079 % 65 7.1359 ± 0.0735 0.00338 ± 0.00079 0.01005 ± 0.00054 3.070 ± 0.088 % 95.744 ± 0.078 % 66 7.1053 ± 0.0725 0.00328 ± 0.00078 0.00997 ± 0.00053 3.061 ± 0.087 % 95.769 ± 0.077 % 67 7.0558 ± 0.0714 0.00297 ± 0.00078 0.01007 ± 0.00053 3.086 ± 0.086 % 95.756 ± 0.077 % 68 7.0981 ± 0.0714 0.00314 ± 0.00077 0.01007 ± 0.00052 3.089 ± 0.085 % 95.766 ± 0.076 % 69 7.0764 ± 0.0706 0.00310 ± 0.00076 0.01001 ± 0.00051 3.079 ± 0.085 % 95.788 ± 0.076 % 70 6.9752 ± 0.0689 0.00307 ± 0.00075 0.00991 ± 0.00051 3.064 ± 0.084 % 95.811 ± 0.075 % 71 6.9710 ± 0.0684 0.00301 ± 0.00074 0.00986 ± 0.00050 3.057 ± 0.083 % 95.824 ± 0.074 % 72 7.0028 ± 0.0682 0.00300 ± 0.00073 0.00980 ± 0.00049 3.047 ± 0.082 % 95.821 ± 0.074 % 73 7.0373 ± 0.0681 0.00302 ± 0.00072 0.00976 ± 0.00049 3.038 ± 0.081 % 95.823 ± 0.073 % 74 7.0593 ± 0.0679 0.00296 ± 0.00071 0.00970 ± 0.00048 3.027 ± 0.080 % 95.832 ± 0.073 % 75 7.0091 ± 0.0669 0.00298 ± 0.00071 0.00963 ± 0.00047 3.017 ± 0.079 % 95.850 ± 0.072 % 76 7.0166 ± 0.0665 0.00300 ± 0.00070 0.00958 ± 0.00047 3.012 ± 0.079 % 95.855 ± 0.071 % 77 6.9991 ± 0.0658 0.00300 ± 0.00069 0.00952 ± 0.00046 3.008 ± 0.078 % 95.849 ± 0.071 % 78 7.0305 ± 0.0658 0.00296 ± 0.00068 0.00947 ± 0.00045 2.998 ± 0.077 % 95.839 ± 0.071 % 79 7.0621 ± 0.0657 0.00298 ± 0.00068 0.00941 ± 0.00045 2.987 ± 0.076 % 95.846 ± 0.070 % 80 7.0735 ± 0.0654 0.00292 ± 0.00067 0.00937 ± 0.00044 2.984 ± 0.075 % 95.842 ± 0.070 % 81 7.1062 ± 0.0654 0.00288 ± 0.00066 0.00934 ± 0.00044 2.976 ± 0.075 % 95.826 ± 0.069 % 82 7.1092 ± 0.0650 0.00285 ± 0.00066 0.00927 ± 0.00043 2.965 ± 0.074 % 95.837 ± 0.069 % 83 7.0560 ± 0.0641 0.00275 ± 0.00067 0.00954 ± 0.00045 3.015 ± 0.075 % 95.845 ± 0.068 % 84 7.0948 ± 0.0642 0.00268 ± 0.00066 0.00953 ± 0.00045 3.018 ± 0.075 % 95.823 ± 0.068 % 85 7.1073 ± 0.0639 0.00270 ± 0.00065 0.00950 ± 0.00044 3.010 ± 0.074 % 95.825 ± 0.068 % 86 7.1415 ± 0.0639 0.00265 ± 0.00065 0.00946 ± 0.00043 3.001 ± 0.074 % 95.822 ± 0.067 % 87 7.1511 ± 0.0636 0.00261 ± 0.00064 0.00942 ± 0.00043 2.994 ± 0.073 % 95.827 ± 0.067 % 88 7.1728 ± 0.0635 0.00274 ± 0.00065 0.00944 ± 0.00043 2.998 ± 0.072 % 95.821 ± 0.067 % 89 7.1758 ± 0.0632 0.00273 ± 0.00064 0.00941 ± 0.00042 2.990 ± 0.072 % 95.830 ± 0.066 % 90 7.1841 ± 0.0629 0.00274 ± 0.00064 0.00936 ± 0.00042 2.982 ± 0.071 % 95.831 ± 0.066 % 91 7.1692 ± 0.0624 0.00273 ± 0.00063 0.00931 ± 0.00041 2.974 ± 0.071 % 95.839 ± 0.065 % 92 7.1864 ± 0.0622 0.00274 ± 0.00063 0.00928 ± 0.00041 2.971 ± 0.070 % 95.840 ± 0.065 % 93 7.1677 ± 0.0617 0.00273 ± 0.00062 0.00926 ± 0.00040 2.970 ± 0.069 % 95.847 ± 0.065 % 94 7.2030 ± 0.0618 0.00271 ± 0.00062 0.00922 ± 0.00040 2.963 ± 0.069 % 95.842 ± 0.064 % 95 7.2179 ± 0.0616 0.00265 ± 0.00061 0.00920 ± 0.00040 2.956 ± 0.068 % 95.841 ± 0.064 % 96 7.2276 ± 0.0614 0.00236 ± 0.00061 0.00926 ± 0.00039 2.965 ± 0.068 % 95.841 ± 0.064 % 97 7.2445 ± 0.0613 0.00222 ± 0.00061 0.00929 ± 0.00039 2.978 ± 0.068 % 95.838 ± 0.063 % 98 7.2734 ± 0.0613 0.00220 ± 0.00060 0.00926 ± 0.00039 2.971 ± 0.068 % 95.829 ± 0.063 % 99 7.3073 ± 0.0613 0.00217 ± 0.00060 0.00923 ± 0.00038 2.962 ± 0.067 % 95.818 ± 0.063 % 100 7.2930 ± 0.0609 0.00222 ± 0.00059 0.00926 ± 0.00038 2.978 ± 0.068 % 95.821 ± 0.063 % 101 7.3089 ± 0.0607 0.00220 ± 0.00059 0.00923 ± 0.00038 2.971 ± 0.067 % 95.806 ± 0.062 % 102 7.3159 ± 0.0605 0.00232 ± 0.00059 0.00923 ± 0.00037 2.980 ± 0.067 % 95.815 ± 0.062 % 103 7.2920 ± 0.0599 0.00229 ± 0.00058 0.00919 ± 0.00037 2.974 ± 0.067 % 95.810 ± 0.062 % 104 7.2663 ± 0.0594 0.00232 ± 0.00058 0.00917 ± 0.00037 2.972 ± 0.066 % 95.815 ± 0.061 % 105 7.2506 ± 0.0589 0.00235 ± 0.00057 0.00916 ± 0.00036 2.968 ± 0.066 % 95.812 ± 0.061 % 106 7.2219 ± 0.0584 0.00237 ± 0.00057 0.00911 ± 0.00036 2.962 ± 0.065 % 95.815 ± 0.061 % 107 7.1980 ± 0.0579 0.00229 ± 0.00057 0.00909 ± 0.00036 2.965 ± 0.065 % 95.822 ± 0.060 % 108 7.1703 ± 0.0573 0.00234 ± 0.00056 0.00906 ± 0.00035 2.963 ± 0.064 % 95.824 ± 0.060 % 109 7.1825 ± 0.0571 0.00232 ± 0.00056 0.00903 ± 0.00035 2.956 ± 0.064 % 95.827 ± 0.060 % 110 7.1236 ± 0.0563 0.00236 ± 0.00055 0.00899 ± 0.00035 2.958 ± 0.064 % 95.849 ± 0.059 % 111 7.1244 ± 0.0560 0.00236 ± 0.00055 0.00897 ± 0.00034 2.956 ± 0.063 % 95.852 ± 0.059 % 112 7.1669 ± 0.0562 0.00238 ± 0.00055 0.00893 ± 0.00034 2.949 ± 0.063 % 95.855 ± 0.059 % 113 7.1473 ± 0.0558 0.00239 ± 0.00054 0.00892 ± 0.00034 2.945 ± 0.063 % 95.854 ± 0.059 % 114 7.1750 ± 0.0558 0.00244 ± 0.00054 0.00891 ± 0.00034 2.941 ± 0.062 % 95.844 ± 0.058 % 115 7.1844 ± 0.0556 0.00242 ± 0.00053 0.00888 ± 0.00033 2.935 ± 0.062 % 95.836 ± 0.058 % 116 7.1894 ± 0.0554 0.00243 ± 0.00053 0.00885 ± 0.00033 2.930 ± 0.061 % 95.831 ± 0.058 % 117 7.2109 ± 0.0554 0.00238 ± 0.00053 0.00884 ± 0.00033 2.926 ± 0.061 % 95.832 ± 0.058 % 118 7.2170 ± 0.0552 0.00239 ± 0.00052 0.00881 ± 0.00032 2.920 ± 0.061 % 95.830 ± 0.058 % 119 7.2370 ± 0.0551 0.00233 ± 0.00052 0.00878 ± 0.00032 2.915 ± 0.060 % 95.830 ± 0.057 % 120 7.2408 ± 0.0549 0.00231 ± 0.00052 0.00875 ± 0.00032 2.910 ± 0.060 % 95.833 ± 0.057 % 121 7.2587 ± 0.0548 0.00226 ± 0.00051 0.00874 ± 0.00032 2.909 ± 0.059 % 95.831 ± 0.057 % 122 7.2365 ± 0.0544 0.00226 ± 0.00051 0.00872 ± 0.00031 2.903 ± 0.059 % 95.838 ± 0.057 % 123 7.2242 ± 0.0541 0.00227 ± 0.00051 0.00871 ± 0.00031 2.906 ± 0.059 % 95.841 ± 0.056 % 124 7.2198 ± 0.0538 0.00230 ± 0.00051 0.00872 ± 0.00031 2.910 ± 0.058 % 95.835 ± 0.056 % 125 7.1470 ± 0.0530 0.00240 ± 0.00051 0.00884 ± 0.00031 2.944 ± 0.058 % 95.840 ± 0.056 % 126 7.1871 ± 0.0531 0.00242 ± 0.00051 0.00884 ± 0.00031 2.944 ± 0.058 % 95.838 ± 0.056 % 127 7.1976 ± 0.0530 0.00241 ± 0.00050 0.00881 ± 0.00030 2.940 ± 0.058 % 95.837 ± 0.055 % 128 7.2305 ± 0.0531 0.00242 ± 0.00050 0.00879 ± 0.00030 2.934 ± 0.057 % 95.836 ± 0.055 % 129 7.2053 ± 0.0527 0.00244 ± 0.00050 0.00876 ± 0.00030 2.929 ± 0.057 % 95.844 ± 0.055 % 130 7.2253 ± 0.0527 0.00245 ± 0.00049 0.00874 ± 0.00030 2.924 ± 0.057 % 95.840 ± 0.055 % 131 7.2469 ± 0.0526 0.00240 ± 0.00049 0.00877 ± 0.00030 2.927 ± 0.057 % 95.839 ± 0.055 % 132 7.2496 ± 0.0524 0.00237 ± 0.00049 0.00878 ± 0.00030 2.930 ± 0.057 % 95.832 ± 0.054 % 133 7.2460 ± 0.0522 0.00237 ± 0.00049 0.00877 ± 0.00029 2.926 ± 0.056 % 95.830 ± 0.054 % 134 7.2511 ± 0.0520 0.00236 ± 0.00048 0.00874 ± 0.00029 2.921 ± 0.056 % 95.833 ± 0.054 % 135 7.2473 ± 0.0518 0.00246 ± 0.00048 0.00872 ± 0.00029 2.916 ± 0.056 % 95.831 ± 0.054 % 136 7.2661 ± 0.0517 0.00246 ± 0.00048 0.00869 ± 0.00029 2.912 ± 0.055 % 95.825 ± 0.054 % 137 7.2695 ± 0.0516 0.00244 ± 0.00048 0.00867 ± 0.00029 2.908 ± 0.055 % 95.828 ± 0.053 % 138 7.2706 ± 0.0514 0.00247 ± 0.00047 0.00866 ± 0.00028 2.906 ± 0.055 % 95.826 ± 0.053 % 139 7.2683 ± 0.0512 0.00245 ± 0.00047 0.00863 ± 0.00028 2.901 ± 0.054 % 95.828 ± 0.053 % 140 7.2648 ± 0.0510 0.00243 ± 0.00047 0.00865 ± 0.00028 2.907 ± 0.054 % 95.829 ± 0.053 % 141 7.2771 ± 0.0509 0.00246 ± 0.00047 0.00863 ± 0.00028 2.902 ± 0.054 % 95.820 ± 0.053 % 142 7.3021 ± 0.0509 0.00246 ± 0.00046 0.00860 ± 0.00028 2.896 ± 0.054 % 95.819 ± 0.053 % 143 7.2571 ± 0.0504 0.00249 ± 0.00046 0.00856 ± 0.00027 2.891 ± 0.053 % 95.832 ± 0.052 % 144 7.2661 ± 0.0503 0.00254 ± 0.00046 0.00855 ± 0.00027 2.886 ± 0.053 % 95.830 ± 0.052 % 145 7.2703 ± 0.0501 0.00253 ± 0.00046 0.00853 ± 0.00027 2.882 ± 0.053 % 95.822 ± 0.052 % 146 7.2809 ± 0.0500 0.00254 ± 0.00045 0.00852 ± 0.00027 2.879 ± 0.053 % 95.815 ± 0.052 % 147 7.2849 ± 0.0499 0.00250 ± 0.00045 0.00851 ± 0.00027 2.877 ± 0.052 % 95.821 ± 0.052 % 148 7.2984 ± 0.0498 0.00254 ± 0.00045 0.00850 ± 0.00027 2.873 ± 0.052 % 95.820 ± 0.051 % 149 7.3035 ± 0.0497 0.00255 ± 0.00045 0.00849 ± 0.00026 2.869 ± 0.052 % 95.824 ± 0.051 % 150 7.2796 ± 0.0493 0.00264 ± 0.00045 0.00868 ± 0.00027 2.922 ± 0.054 % 95.828 ± 0.051 % 151 7.2785 ± 0.0491 0.00271 ± 0.00045 0.00866 ± 0.00027 2.917 ± 0.054 % 95.840 ± 0.051 % 152 7.2758 ± 0.0489 0.00269 ± 0.00045 0.00865 ± 0.00027 2.920 ± 0.053 % 95.845 ± 0.051 % 153 7.2766 ± 0.0488 0.00269 ± 0.00044 0.00863 ± 0.00027 2.919 ± 0.053 % 95.848 ± 0.050 % 154 7.2866 ± 0.0487 0.00276 ± 0.00044 0.00862 ± 0.00026 2.915 ± 0.053 % 95.840 ± 0.050 % 155 7.3075 ± 0.0487 0.00276 ± 0.00044 0.00860 ± 0.00026 2.910 ± 0.053 % 95.836 ± 0.050 % 156 7.3020 ± 0.0485 0.00276 ± 0.00044 0.00865 ± 0.00027 2.913 ± 0.053 % 95.836 ± 0.050 % 157 7.2974 ± 0.0483 0.00271 ± 0.00044 0.00864 ± 0.00027 2.910 ± 0.052 % 95.830 ± 0.050 % 158 7.3057 ± 0.0482 0.00270 ± 0.00043 0.00862 ± 0.00027 2.905 ± 0.052 % 95.834 ± 0.050 % 159 7.3148 ± 0.0481 0.00273 ± 0.00043 0.00860 ± 0.00027 2.901 ± 0.052 % 95.830 ± 0.050 % 160 7.3496 ± 0.0482 0.00277 ± 0.00043 0.00859 ± 0.00026 2.900 ± 0.052 % 95.826 ± 0.049 % 161 7.3662 ± 0.0482 0.00278 ± 0.00043 0.00857 ± 0.00026 2.896 ± 0.051 % 95.830 ± 0.049 % 162 7.3590 ± 0.0479 0.00278 ± 0.00042 0.00855 ± 0.00026 2.896 ± 0.051 % 95.833 ± 0.049 % 163 7.3530 ± 0.0477 0.00273 ± 0.00042 0.00856 ± 0.00026 2.902 ± 0.052 % 95.836 ± 0.049 % 164 7.2736 ± 0.0470 0.00273 ± 0.00042 0.00852 ± 0.00026 2.896 ± 0.051 % 95.850 ± 0.049 % 165 7.2907 ± 0.0470 0.00277 ± 0.00042 0.00852 ± 0.00026 2.893 ± 0.051 % 95.848 ± 0.049 % 166 7.2992 ± 0.0469 0.00270 ± 0.00042 0.00854 ± 0.00026 2.895 ± 0.051 % 95.848 ± 0.048 % 167 7.3164 ± 0.0469 0.00261 ± 0.00042 0.00861 ± 0.00026 2.903 ± 0.051 % 95.841 ± 0.048 % 168 7.3260 ± 0.0469 0.00260 ± 0.00042 0.00869 ± 0.00027 2.908 ± 0.052 % 95.841 ± 0.048 % 169 7.3277 ± 0.0467 0.00263 ± 0.00042 0.00867 ± 0.00027 2.905 ± 0.052 % 95.842 ± 0.048 % 170 7.3175 ± 0.0465 0.00243 ± 0.00043 0.00874 ± 0.00027 2.915 ± 0.052 % 95.835 ± 0.048 % 171 7.3031 ± 0.0463 0.00243 ± 0.00043 0.00874 ± 0.00027 2.918 ± 0.051 % 95.836 ± 0.048 % 172 7.3289 ± 0.0463 0.00242 ± 0.00042 0.00874 ± 0.00027 2.915 ± 0.051 % 95.825 ± 0.048 % 173 7.3424 ± 0.0463 0.00270 ± 0.00043 0.00902 ± 0.00028 2.972 ± 0.053 % 95.816 ± 0.048 % 174 7.3338 ± 0.0461 0.00271 ± 0.00043 0.00900 ± 0.00028 2.968 ± 0.052 % 95.813 ± 0.047 % 175 7.3487 ± 0.0461 0.00269 ± 0.00043 0.00899 ± 0.00028 2.963 ± 0.052 % 95.804 ± 0.047 % 176 7.3729 ± 0.0461 0.00273 ± 0.00043 0.00897 ± 0.00027 2.959 ± 0.052 % 95.798 ± 0.047 % 177 7.3692 ± 0.0459 0.00274 ± 0.00043 0.00898 ± 0.00027 2.960 ± 0.052 % 95.789 ± 0.047 % 178 7.3768 ± 0.0459 0.00274 ± 0.00042 0.00896 ± 0.00027 2.956 ± 0.051 % 95.785 ± 0.047 % 179 7.3116 ± 0.0453 0.00274 ± 0.00042 0.00896 ± 0.00027 2.959 ± 0.052 % 95.786 ± 0.047 % 180 7.3149 ± 0.0452 0.00277 ± 0.00042 0.00894 ± 0.00027 2.956 ± 0.052 % 95.783 ± 0.047 % 181 7.2910 ± 0.0449 0.00275 ± 0.00042 0.00892 ± 0.00027 2.957 ± 0.051 % 95.790 ± 0.047 % 182 7.2979 ± 0.0448 0.00280 ± 0.00042 0.00891 ± 0.00027 2.955 ± 0.051 % 95.789 ± 0.047 % 183 7.2983 ± 0.0447 0.00280 ± 0.00042 0.00902 ± 0.00028 2.960 ± 0.051 % 95.795 ± 0.046 % 184 7.2878 ± 0.0445 0.00280 ± 0.00042 0.00902 ± 0.00027 2.957 ± 0.051 % 95.795 ± 0.046 % 185 7.2905 ± 0.0444 0.00282 ± 0.00041 0.00901 ± 0.00027 2.957 ± 0.051 % 95.797 ± 0.046 % 186 7.3057 ± 0.0443 0.00278 ± 0.00041 0.00900 ± 0.00027 2.959 ± 0.051 % 95.795 ± 0.046 % 187 7.2966 ± 0.0442 0.00274 ± 0.00041 0.00902 ± 0.00027 2.962 ± 0.051 % 95.793 ± 0.046 % 188 7.3035 ± 0.0441 0.00269 ± 0.00041 0.00901 ± 0.00027 2.961 ± 0.050 % 95.784 ± 0.046 % 189 7.3183 ± 0.0441 0.00264 ± 0.00041 0.00900 ± 0.00027 2.959 ± 0.050 % 95.777 ± 0.046 % 190 7.3169 ± 0.0439 0.00265 ± 0.00041 0.00898 ± 0.00027 2.956 ± 0.050 % 95.783 ± 0.046 % 191 7.3360 ± 0.0440 0.00267 ± 0.00041 0.00896 ± 0.00026 2.951 ± 0.050 % 95.784 ± 0.045 % 192 7.3451 ± 0.0439 0.00268 ± 0.00040 0.00894 ± 0.00026 2.948 ± 0.050 % 95.783 ± 0.045 % 193 7.3274 ± 0.0436 0.00271 ± 0.00040 0.00896 ± 0.00026 2.956 ± 0.050 % 95.782 ± 0.045 % 194 7.3105 ± 0.0434 0.00280 ± 0.00040 0.00900 ± 0.00026 2.970 ± 0.050 % 95.786 ± 0.045 % 195 7.3295 ± 0.0434 0.00287 ± 0.00040 0.00900 ± 0.00026 2.968 ± 0.050 % 95.787 ± 0.045 % 196 7.3435 ± 0.0434 0.00287 ± 0.00040 0.00898 ± 0.00026 2.963 ± 0.050 % 95.784 ± 0.045 % 197 7.3744 ± 0.0435 0.00288 ± 0.00040 0.00897 ± 0.00026 2.960 ± 0.050 % 95.782 ± 0.045 % ====== Perplexity statistics ====== Mean PPL(Q) : 7.374357 ± 0.043543 Mean PPL(base) : 7.353122 ± 0.043360 Cor(ln(PPL(Q)), ln(PPL(base))): 99.77% Mean ln(PPL(Q)/PPL(base)) : 0.002884 ± 0.000398 Mean PPL(Q)/PPL(base) : 1.002888 ± 0.000399 Mean PPL(Q)-PPL(base) : 0.021235 ± 0.002935 ====== KL divergence statistics ====== Mean KLD: 0.008968 ± 0.000260 Maximum KLD: 15.437628 99.9% KLD: 0.698991 99.0% KLD: 0.058118 95.0% KLD: 0.019412 90.0% KLD: 0.012799 Median KLD: 0.003268 10.0% KLD: 0.000124 5.0% KLD: 0.000042 1.0% KLD: 0.000005 0.1% KLD: -0.000001 Minimum KLD: -0.000070 ====== Token probability statistics ====== Mean Δp: -0.042 ± 0.007 % Maximum Δp: 99.483% 99.9% Δp: 20.552% 99.0% Δp: 7.210% 95.0% Δp: 3.368% 90.0% Δp: 1.927% 75.0% Δp: 0.359% Median Δp: -0.000% 25.0% Δp: -0.447% 10.0% Δp: -2.112% 5.0% Δp: -3.599% 1.0% Δp: -7.307% 0.1% Δp: -19.290% Minimum Δp: -99.865% RMS Δp : 2.960 ± 0.050 % Same top p: 95.782 ± 0.045 % llama_perf_context_print: load time = 71179.33 ms llama_perf_context_print: prompt eval time = 1199928.80 ms / 403456 tokens ( 2.97 ms per token, 336.23 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 = 1232577.63 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 = 1871 + (13919 = 13068 + 49 + 801) + 478 | llama_memory_breakdown_print: | - CUDA1 (P100-PCIE-16GB) | 16269 = 1041 + (13462 = 11381 + 93 + 1988) + 1765 | llama_memory_breakdown_print: | - Host | 16917 = 16869 + 0 + 48 |