API tools faq
paste
Lissanro

DeepSeek-V3-0324-GGUF-UD-Q4_K_R4 without -rtr option

Lissanro
Apr 11th, 2025
21
0
Never
Add comment
Not a member of Pastebin yet? Sign Up, it unlocks many cool features!
text 35.98 KB | None | 0 0
raw download clone embed print report
  1. taskset -c 0-63 /home/lissanro/pkgs/ik_llama.cpp/build/bin/llama-server --model /home/lissanro/neuro/DeepSeek-V3-0324-GGUF-UD-Q4_K_R4-163840seq/DeepSeek-V3-0324-GGUF-UD-Q4_K_R4.gguf --ctx-size 81920 --n-gpu-layers 62 --tensor-split 25,25,25,25 -mla 2 -fa -ctk q8_0 -amb 2048 -fmoe --override-tensor "ffn_down_exps=CPU, ffn_up_exps=CPU, gate_exps=CPU" --threads 64 --host 0.0.0.0 --port 5000
  2. ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
  3. ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
  4. ggml_cuda_init: found 4 CUDA devices:
  5. Device 0: NVIDIA GeForce RTX 3090, compute capability 8.6, VMM: yes
  6. Device 1: NVIDIA GeForce RTX 3090, compute capability 8.6, VMM: yes
  7. Device 2: NVIDIA GeForce RTX 3090, compute capability 8.6, VMM: yes
  8. Device 3: NVIDIA GeForce RTX 3090, compute capability 8.6, VMM: yes
  9. INFO [ main] build info | tid="140708181868544" timestamp=1744369384 build=3630 commit="5f44f4b3"
  10. INFO [ main] system info | tid="140708181868544" timestamp=1744369384 n_threads=64 n_threads_batch=-1 total_threads=128 system_info="AVX = 1 | AVX_VNNI = 0 | AVX2 = 1 | AVX512 = 0 | AVX512_VBMI = 0 | AVX512_VNNI = 0 | AVX512_BF16 = 0 | FMA = 1 | NEON = 0 | SVE = 0 | ARM_FMA = 0 | F16C = 1 | FP16_VA = 0 | WASM_SIMD = 0 | BLAS = 1 | SSE3 = 1 | SSSE3 = 1 | VSX = 0 | MATMUL_INT8 = 0 | LLAMAFILE = 1 | "
  11. llama_model_loader: loaded meta data with 46 key-value pairs and 1025 tensors from /home/lissanro/neuro/DeepSeek-V3-0324-GGUF-UD-Q4_K_R4-163840seq/DeepSeek-V3-0324-GGUF-UD-Q4_K_R4.gguf (version GGUF V3 (latest))
  12. llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output.
  13. llama_model_loader: - kv 0: general.architecture str = deepseek2
  14. llama_model_loader: - kv 1: general.type str = model
  15. llama_model_loader: - kv 2: general.name str = DeepSeek V3 0324 BF16
  16. llama_model_loader: - kv 3: general.quantized_by str = Unsloth
  17. llama_model_loader: - kv 4: general.size_label str = 256x20B
  18. llama_model_loader: - kv 5: general.license str = mit
  19. llama_model_loader: - kv 6: general.repo_url str = https://huggingface.co/unsloth
  20. llama_model_loader: - kv 7: deepseek2.block_count u32 = 61
  21. llama_model_loader: - kv 8: deepseek2.context_length u32 = 163840
  22. llama_model_loader: - kv 9: deepseek2.embedding_length u32 = 7168
  23. llama_model_loader: - kv 10: deepseek2.feed_forward_length u32 = 18432
  24. llama_model_loader: - kv 11: deepseek2.attention.head_count u32 = 128
  25. llama_model_loader: - kv 12: deepseek2.attention.head_count_kv u32 = 128
  26. llama_model_loader: - kv 13: deepseek2.rope.freq_base f32 = 10000.000000
  27. llama_model_loader: - kv 14: deepseek2.attention.layer_norm_rms_epsilon f32 = 0.000001
  28. llama_model_loader: - kv 15: deepseek2.expert_used_count u32 = 8
  29. llama_model_loader: - kv 16: deepseek2.leading_dense_block_count u32 = 3
  30. llama_model_loader: - kv 17: deepseek2.vocab_size u32 = 129280
  31. llama_model_loader: - kv 18: deepseek2.attention.q_lora_rank u32 = 1536
  32. llama_model_loader: - kv 19: deepseek2.attention.kv_lora_rank u32 = 512
  33. llama_model_loader: - kv 20: deepseek2.attention.key_length u32 = 192
  34. llama_model_loader: - kv 21: deepseek2.attention.value_length u32 = 128
  35. llama_model_loader: - kv 22: deepseek2.expert_feed_forward_length u32 = 2048
  36. llama_model_loader: - kv 23: deepseek2.expert_count u32 = 256
  37. llama_model_loader: - kv 24: deepseek2.expert_shared_count u32 = 1
  38. llama_model_loader: - kv 25: deepseek2.expert_weights_scale f32 = 2.500000
  39. llama_model_loader: - kv 26: deepseek2.expert_weights_norm bool = true
  40. llama_model_loader: - kv 27: deepseek2.expert_gating_func u32 = 2
  41. llama_model_loader: - kv 28: deepseek2.rope.dimension_count u32 = 64
  42. llama_model_loader: - kv 29: deepseek2.rope.scaling.type str = yarn
  43. llama_model_loader: - kv 30: deepseek2.rope.scaling.factor f32 = 40.000000
  44. llama_model_loader: - kv 31: deepseek2.rope.scaling.original_context_length u32 = 4096
  45. llama_model_loader: - kv 32: deepseek2.rope.scaling.yarn_log_multiplier f32 = 0.100000
  46. llama_model_loader: - kv 33: tokenizer.ggml.model str = gpt2
  47. llama_model_loader: - kv 34: tokenizer.ggml.pre str = deepseek-v3
  48. llama_model_loader: - kv 35: tokenizer.ggml.tokens arr[str,129280] = ["<｜begin▁of▁sentence｜>", "<�...
  49. llama_model_loader: - kv 36: tokenizer.ggml.token_type arr[i32,129280] = [3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
  50. llama_model_loader: - kv 37: tokenizer.ggml.merges arr[str,127741] = ["Ġ t", "Ġ a", "i n", "Ġ Ġ", "h e...
  51. llama_model_loader: - kv 38: tokenizer.ggml.bos_token_id u32 = 0
  52. llama_model_loader: - kv 39: tokenizer.ggml.eos_token_id u32 = 1
  53. llama_model_loader: - kv 40: tokenizer.ggml.padding_token_id u32 = 1
  54. llama_model_loader: - kv 41: tokenizer.ggml.add_bos_token bool = true
  55. llama_model_loader: - kv 42: tokenizer.ggml.add_eos_token bool = false
  56. llama_model_loader: - kv 43: tokenizer.chat_template str = {% if not add_generation_prompt is de...
  57. llama_model_loader: - kv 44: general.quantization_version u32 = 2
  58. llama_model_loader: - kv 45: general.file_type u32 = 214
  59. llama_model_loader: - type f32: 361 tensors
  60. llama_model_loader: - type q4_K: 306 tensors
  61. llama_model_loader: - type q6_K: 184 tensors
  62. llama_model_loader: - type q4_k_r4: 147 tensors
  63. llama_model_loader: - type q6_k_r4: 27 tensors
  64. llm_load_vocab: special tokens cache size = 818
  65. llm_load_vocab: token to piece cache size = 0.8223 MB
  66. llm_load_print_meta: format = GGUF V3 (latest)
  67. llm_load_print_meta: arch = deepseek2
  68. llm_load_print_meta: vocab type = BPE
  69. llm_load_print_meta: n_vocab = 129280
  70. llm_load_print_meta: n_merges = 127741
  71. llm_load_print_meta: vocab_only = 0
  72. llm_load_print_meta: n_ctx_train = 163840
  73. llm_load_print_meta: n_embd = 7168
  74. llm_load_print_meta: n_layer = 61
  75. llm_load_print_meta: n_head = 128
  76. llm_load_print_meta: n_head_kv = 128
  77. llm_load_print_meta: n_rot = 64
  78. llm_load_print_meta: n_swa = 0
  79. llm_load_print_meta: n_embd_head_k = 192
  80. llm_load_print_meta: n_embd_head_v = 128
  81. llm_load_print_meta: n_gqa = 1
  82. llm_load_print_meta: n_embd_k_gqa = 24576
  83. llm_load_print_meta: n_embd_v_gqa = 16384
  84. llm_load_print_meta: f_norm_eps = 0.0e+00
  85. llm_load_print_meta: f_norm_rms_eps = 1.0e-06
  86. llm_load_print_meta: f_clamp_kqv = 0.0e+00
  87. llm_load_print_meta: f_max_alibi_bias = 0.0e+00
  88. llm_load_print_meta: f_logit_scale = 0.0e+00
  89. llm_load_print_meta: n_ff = 18432
  90. llm_load_print_meta: n_expert = 256
  91. llm_load_print_meta: n_expert_used = 8
  92. llm_load_print_meta: causal attn = 1
  93. llm_load_print_meta: pooling type = 0
  94. llm_load_print_meta: rope type = 0
  95. llm_load_print_meta: rope scaling = yarn
  96. llm_load_print_meta: freq_base_train = 10000.0
  97. llm_load_print_meta: freq_scale_train = 0.025
  98. llm_load_print_meta: n_ctx_orig_yarn = 4096
  99. llm_load_print_meta: rope_finetuned = unknown
  100. llm_load_print_meta: ssm_d_conv = 0
  101. llm_load_print_meta: ssm_d_inner = 0
  102. llm_load_print_meta: ssm_d_state = 0
  103. llm_load_print_meta: ssm_dt_rank = 0
  104. llm_load_print_meta: model type = 671B
  105. llm_load_print_meta: model ftype = Q4_K_R4
  106. llm_load_print_meta: model params = 671.026 B
  107. llm_load_print_meta: model size = 377.065 GiB (4.827 BPW)
  108. llm_load_print_meta: repeating layers = 375.872 GiB (4.825 BPW, 669.173 B parameters)
  109. llm_load_print_meta: general.name = DeepSeek V3 0324 BF16
  110. llm_load_print_meta: BOS token = 0 '<｜begin▁of▁sentence｜>'
  111. llm_load_print_meta: EOS token = 1 '<｜end▁of▁sentence｜>'
  112. llm_load_print_meta: PAD token = 1 '<｜end▁of▁sentence｜>'
  113. llm_load_print_meta: LF token = 131 'Ä'
  114. llm_load_print_meta: max token length = 256
  115. llm_load_print_meta: n_layer_dense_lead = 3
  116. llm_load_print_meta: n_lora_q = 1536
  117. llm_load_print_meta: n_lora_kv = 512
  118. llm_load_print_meta: n_ff_exp = 2048
  119. llm_load_print_meta: n_expert_shared = 1
  120. llm_load_print_meta: expert_weights_scale = 2.5
  121. llm_load_print_meta: expert_weights_norm = 1
  122. llm_load_print_meta: expert_gating_func = sigmoid
  123. llm_load_print_meta: rope_yarn_log_mul = 0.1000
  124. llm_load_tensors: ggml ctx size = 2.12 MiB
  125. Tensor blk.3.ffn_gate_exps.weight buffer type overriden to CPU
  126. Tensor blk.3.ffn_down_exps.weight buffer type overriden to CPU
  127. Tensor blk.3.ffn_up_exps.weight buffer type overriden to CPU
  128. Tensor blk.4.ffn_gate_exps.weight buffer type overriden to CPU
  129. Tensor blk.4.ffn_down_exps.weight buffer type overriden to CPU
  130. Tensor blk.4.ffn_up_exps.weight buffer type overriden to CPU
  131. Tensor blk.5.ffn_gate_exps.weight buffer type overriden to CPU
  132. Tensor blk.5.ffn_down_exps.weight buffer type overriden to CPU
  133. Tensor blk.5.ffn_up_exps.weight buffer type overriden to CPU
  134. Tensor blk.6.ffn_gate_exps.weight buffer type overriden to CPU
  135. Tensor blk.6.ffn_down_exps.weight buffer type overriden to CPU
  136. Tensor blk.6.ffn_up_exps.weight buffer type overriden to CPU
  137. Tensor blk.7.ffn_gate_exps.weight buffer type overriden to CPU
  138. Tensor blk.7.ffn_down_exps.weight buffer type overriden to CPU
  139. Tensor blk.7.ffn_up_exps.weight buffer type overriden to CPU
  140. Tensor blk.8.ffn_gate_exps.weight buffer type overriden to CPU
  141. Tensor blk.8.ffn_down_exps.weight buffer type overriden to CPU
  142. Tensor blk.8.ffn_up_exps.weight buffer type overriden to CPU
  143. Tensor blk.9.ffn_gate_exps.weight buffer type overriden to CPU
  144. Tensor blk.9.ffn_down_exps.weight buffer type overriden to CPU
  145. Tensor blk.9.ffn_up_exps.weight buffer type overriden to CPU
  146. Tensor blk.10.ffn_gate_exps.weight buffer type overriden to CPU
  147. Tensor blk.10.ffn_down_exps.weight buffer type overriden to CPU
  148. Tensor blk.10.ffn_up_exps.weight buffer type overriden to CPU
  149. Tensor blk.11.ffn_gate_exps.weight buffer type overriden to CPU
  150. Tensor blk.11.ffn_down_exps.weight buffer type overriden to CPU
  151. Tensor blk.11.ffn_up_exps.weight buffer type overriden to CPU
  152. Tensor blk.12.ffn_gate_exps.weight buffer type overriden to CPU
  153. Tensor blk.12.ffn_down_exps.weight buffer type overriden to CPU
  154. Tensor blk.12.ffn_up_exps.weight buffer type overriden to CPU
  155. Tensor blk.13.ffn_gate_exps.weight buffer type overriden to CPU
  156. Tensor blk.13.ffn_down_exps.weight buffer type overriden to CPU
  157. Tensor blk.13.ffn_up_exps.weight buffer type overriden to CPU
  158. Tensor blk.14.ffn_gate_exps.weight buffer type overriden to CPU
  159. Tensor blk.14.ffn_down_exps.weight buffer type overriden to CPU
  160. Tensor blk.14.ffn_up_exps.weight buffer type overriden to CPU
  161. Tensor blk.15.ffn_gate_exps.weight buffer type overriden to CPU
  162. Tensor blk.15.ffn_down_exps.weight buffer type overriden to CPU
  163. Tensor blk.15.ffn_up_exps.weight buffer type overriden to CPU
  164. Tensor blk.16.ffn_gate_exps.weight buffer type overriden to CPU
  165. Tensor blk.16.ffn_down_exps.weight buffer type overriden to CPU
  166. Tensor blk.16.ffn_up_exps.weight buffer type overriden to CPU
  167. Tensor blk.17.ffn_gate_exps.weight buffer type overriden to CPU
  168. Tensor blk.17.ffn_down_exps.weight buffer type overriden to CPU
  169. Tensor blk.17.ffn_up_exps.weight buffer type overriden to CPU
  170. Tensor blk.18.ffn_gate_exps.weight buffer type overriden to CPU
  171. Tensor blk.18.ffn_down_exps.weight buffer type overriden to CPU
  172. Tensor blk.18.ffn_up_exps.weight buffer type overriden to CPU
  173. Tensor blk.19.ffn_gate_exps.weight buffer type overriden to CPU
  174. Tensor blk.19.ffn_down_exps.weight buffer type overriden to CPU
  175. Tensor blk.19.ffn_up_exps.weight buffer type overriden to CPU
  176. Tensor blk.20.ffn_gate_exps.weight buffer type overriden to CPU
  177. Tensor blk.20.ffn_down_exps.weight buffer type overriden to CPU
  178. Tensor blk.20.ffn_up_exps.weight buffer type overriden to CPU
  179. Tensor blk.21.ffn_gate_exps.weight buffer type overriden to CPU
  180. Tensor blk.21.ffn_down_exps.weight buffer type overriden to CPU
  181. Tensor blk.21.ffn_up_exps.weight buffer type overriden to CPU
  182. Tensor blk.22.ffn_gate_exps.weight buffer type overriden to CPU
  183. Tensor blk.22.ffn_down_exps.weight buffer type overriden to CPU
  184. Tensor blk.22.ffn_up_exps.weight buffer type overriden to CPU
  185. Tensor blk.23.ffn_gate_exps.weight buffer type overriden to CPU
  186. Tensor blk.23.ffn_down_exps.weight buffer type overriden to CPU
  187. Tensor blk.23.ffn_up_exps.weight buffer type overriden to CPU
  188. Tensor blk.24.ffn_gate_exps.weight buffer type overriden to CPU
  189. Tensor blk.24.ffn_down_exps.weight buffer type overriden to CPU
  190. Tensor blk.24.ffn_up_exps.weight buffer type overriden to CPU
  191. Tensor blk.25.ffn_gate_exps.weight buffer type overriden to CPU
  192. Tensor blk.25.ffn_down_exps.weight buffer type overriden to CPU
  193. Tensor blk.25.ffn_up_exps.weight buffer type overriden to CPU
  194. Tensor blk.26.ffn_gate_exps.weight buffer type overriden to CPU
  195. Tensor blk.26.ffn_down_exps.weight buffer type overriden to CPU
  196. Tensor blk.26.ffn_up_exps.weight buffer type overriden to CPU
  197. Tensor blk.27.ffn_gate_exps.weight buffer type overriden to CPU
  198. Tensor blk.27.ffn_down_exps.weight buffer type overriden to CPU
  199. Tensor blk.27.ffn_up_exps.weight buffer type overriden to CPU
  200. Tensor blk.28.ffn_gate_exps.weight buffer type overriden to CPU
  201. Tensor blk.28.ffn_down_exps.weight buffer type overriden to CPU
  202. Tensor blk.28.ffn_up_exps.weight buffer type overriden to CPU
  203. Tensor blk.29.ffn_gate_exps.weight buffer type overriden to CPU
  204. Tensor blk.29.ffn_down_exps.weight buffer type overriden to CPU
  205. Tensor blk.29.ffn_up_exps.weight buffer type overriden to CPU
  206. Tensor blk.30.ffn_gate_exps.weight buffer type overriden to CPU
  207. Tensor blk.30.ffn_down_exps.weight buffer type overriden to CPU
  208. Tensor blk.30.ffn_up_exps.weight buffer type overriden to CPU
  209. Tensor blk.31.ffn_gate_exps.weight buffer type overriden to CPU
  210. Tensor blk.31.ffn_down_exps.weight buffer type overriden to CPU
  211. Tensor blk.31.ffn_up_exps.weight buffer type overriden to CPU
  212. Tensor blk.32.ffn_gate_exps.weight buffer type overriden to CPU
  213. Tensor blk.32.ffn_down_exps.weight buffer type overriden to CPU
  214. Tensor blk.32.ffn_up_exps.weight buffer type overriden to CPU
  215. Tensor blk.33.ffn_gate_exps.weight buffer type overriden to CPU
  216. Tensor blk.33.ffn_down_exps.weight buffer type overriden to CPU
  217. Tensor blk.33.ffn_up_exps.weight buffer type overriden to CPU
  218. Tensor blk.34.ffn_gate_exps.weight buffer type overriden to CPU
  219. Tensor blk.34.ffn_down_exps.weight buffer type overriden to CPU
  220. Tensor blk.34.ffn_up_exps.weight buffer type overriden to CPU
  221. Tensor blk.35.ffn_gate_exps.weight buffer type overriden to CPU
  222. Tensor blk.35.ffn_down_exps.weight buffer type overriden to CPU
  223. Tensor blk.35.ffn_up_exps.weight buffer type overriden to CPU
  224. Tensor blk.36.ffn_gate_exps.weight buffer type overriden to CPU
  225. Tensor blk.36.ffn_down_exps.weight buffer type overriden to CPU
  226. Tensor blk.36.ffn_up_exps.weight buffer type overriden to CPU
  227. Tensor blk.37.ffn_gate_exps.weight buffer type overriden to CPU
  228. Tensor blk.37.ffn_down_exps.weight buffer type overriden to CPU
  229. Tensor blk.37.ffn_up_exps.weight buffer type overriden to CPU
  230. Tensor blk.38.ffn_gate_exps.weight buffer type overriden to CPU
  231. Tensor blk.38.ffn_down_exps.weight buffer type overriden to CPU
  232. Tensor blk.38.ffn_up_exps.weight buffer type overriden to CPU
  233. Tensor blk.39.ffn_gate_exps.weight buffer type overriden to CPU
  234. Tensor blk.39.ffn_down_exps.weight buffer type overriden to CPU
  235. Tensor blk.39.ffn_up_exps.weight buffer type overriden to CPU
  236. Tensor blk.40.ffn_gate_exps.weight buffer type overriden to CPU
  237. Tensor blk.40.ffn_down_exps.weight buffer type overriden to CPU
  238. Tensor blk.40.ffn_up_exps.weight buffer type overriden to CPU
  239. Tensor blk.41.ffn_gate_exps.weight buffer type overriden to CPU
  240. Tensor blk.41.ffn_down_exps.weight buffer type overriden to CPU
  241. Tensor blk.41.ffn_up_exps.weight buffer type overriden to CPU
  242. Tensor blk.42.ffn_gate_exps.weight buffer type overriden to CPU
  243. Tensor blk.42.ffn_down_exps.weight buffer type overriden to CPU
  244. Tensor blk.42.ffn_up_exps.weight buffer type overriden to CPU
  245. Tensor blk.43.ffn_gate_exps.weight buffer type overriden to CPU
  246. Tensor blk.43.ffn_down_exps.weight buffer type overriden to CPU
  247. Tensor blk.43.ffn_up_exps.weight buffer type overriden to CPU
  248. Tensor blk.44.ffn_gate_exps.weight buffer type overriden to CPU
  249. Tensor blk.44.ffn_down_exps.weight buffer type overriden to CPU
  250. Tensor blk.44.ffn_up_exps.weight buffer type overriden to CPU
  251. Tensor blk.45.ffn_gate_exps.weight buffer type overriden to CPU
  252. Tensor blk.45.ffn_down_exps.weight buffer type overriden to CPU
  253. Tensor blk.45.ffn_up_exps.weight buffer type overriden to CPU
  254. Tensor blk.46.ffn_gate_exps.weight buffer type overriden to CPU
  255. Tensor blk.46.ffn_down_exps.weight buffer type overriden to CPU
  256. Tensor blk.46.ffn_up_exps.weight buffer type overriden to CPU
  257. Tensor blk.47.ffn_gate_exps.weight buffer type overriden to CPU
  258. Tensor blk.47.ffn_down_exps.weight buffer type overriden to CPU
  259. Tensor blk.47.ffn_up_exps.weight buffer type overriden to CPU
  260. Tensor blk.48.ffn_gate_exps.weight buffer type overriden to CPU
  261. Tensor blk.48.ffn_down_exps.weight buffer type overriden to CPU
  262. Tensor blk.48.ffn_up_exps.weight buffer type overriden to CPU
  263. Tensor blk.49.ffn_gate_exps.weight buffer type overriden to CPU
  264. Tensor blk.49.ffn_down_exps.weight buffer type overriden to CPU
  265. Tensor blk.49.ffn_up_exps.weight buffer type overriden to CPU
  266. Tensor blk.50.ffn_gate_exps.weight buffer type overriden to CPU
  267. Tensor blk.50.ffn_down_exps.weight buffer type overriden to CPU
  268. Tensor blk.50.ffn_up_exps.weight buffer type overriden to CPU
  269. Tensor blk.51.ffn_gate_exps.weight buffer type overriden to CPU
  270. Tensor blk.51.ffn_down_exps.weight buffer type overriden to CPU
  271. Tensor blk.51.ffn_up_exps.weight buffer type overriden to CPU
  272. Tensor blk.52.ffn_gate_exps.weight buffer type overriden to CPU
  273. Tensor blk.52.ffn_down_exps.weight buffer type overriden to CPU
  274. Tensor blk.52.ffn_up_exps.weight buffer type overriden to CPU
  275. Tensor blk.53.ffn_gate_exps.weight buffer type overriden to CPU
  276. Tensor blk.53.ffn_down_exps.weight buffer type overriden to CPU
  277. Tensor blk.53.ffn_up_exps.weight buffer type overriden to CPU
  278. Tensor blk.54.ffn_gate_exps.weight buffer type overriden to CPU
  279. Tensor blk.54.ffn_down_exps.weight buffer type overriden to CPU
  280. Tensor blk.54.ffn_up_exps.weight buffer type overriden to CPU
  281. Tensor blk.55.ffn_gate_exps.weight buffer type overriden to CPU
  282. Tensor blk.55.ffn_down_exps.weight buffer type overriden to CPU
  283. Tensor blk.55.ffn_up_exps.weight buffer type overriden to CPU
  284. Tensor blk.56.ffn_gate_exps.weight buffer type overriden to CPU
  285. Tensor blk.56.ffn_down_exps.weight buffer type overriden to CPU
  286. Tensor blk.56.ffn_up_exps.weight buffer type overriden to CPU
  287. Tensor blk.57.ffn_gate_exps.weight buffer type overriden to CPU
  288. Tensor blk.57.ffn_down_exps.weight buffer type overriden to CPU
  289. Tensor blk.57.ffn_up_exps.weight buffer type overriden to CPU
  290. Tensor blk.58.ffn_gate_exps.weight buffer type overriden to CPU
  291. Tensor blk.58.ffn_down_exps.weight buffer type overriden to CPU
  292. Tensor blk.58.ffn_up_exps.weight buffer type overriden to CPU
  293. Tensor blk.59.ffn_gate_exps.weight buffer type overriden to CPU
  294. Tensor blk.59.ffn_down_exps.weight buffer type overriden to CPU
  295. Tensor blk.59.ffn_up_exps.weight buffer type overriden to CPU
  296. Tensor blk.60.ffn_gate_exps.weight buffer type overriden to CPU
  297. Tensor blk.60.ffn_down_exps.weight buffer type overriden to CPU
  298. Tensor blk.60.ffn_up_exps.weight buffer type overriden to CPU
  299. llm_load_tensors: offloading 61 repeating layers to GPU
  300. llm_load_tensors: offloading non-repeating layers to GPU
  301. llm_load_tensors: offloaded 62/62 layers to GPU
  302. llm_load_tensors: CPU buffer size = 383727.50 MiB
  303. llm_load_tensors: CPU buffer size = 497.11 MiB
  304. llm_load_tensors: CUDA0 buffer size = 2869.57 MiB
  305. llm_load_tensors: CUDA1 buffer size = 2097.14 MiB
  306. llm_load_tensors: CUDA2 buffer size = 2236.95 MiB
  307. llm_load_tensors: CUDA3 buffer size = 2682.31 MiB
  308. ....................................................................................................
  309. ============ llm_load_tensors: need to compute 61 wk_b tensors
  310. Computed blk.0.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  311. Computed blk.1.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  312. Computed blk.2.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  313. Computed blk.3.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  314. Computed blk.4.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  315. Computed blk.5.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  316. Computed blk.6.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  317. Computed blk.7.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  318. Computed blk.8.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  319. Computed blk.9.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  320. Computed blk.10.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  321. Computed blk.11.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  322. Computed blk.12.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  323. Computed blk.13.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  324. Computed blk.14.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  325. Computed blk.15.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA0
  326. Computed blk.16.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  327. Computed blk.17.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  328. Computed blk.18.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  329. Computed blk.19.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  330. Computed blk.20.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  331. Computed blk.21.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  332. Computed blk.22.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  333. Computed blk.23.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  334. Computed blk.24.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  335. Computed blk.25.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  336. Computed blk.26.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  337. Computed blk.27.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  338. Computed blk.28.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  339. Computed blk.29.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  340. Computed blk.30.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA1
  341. Computed blk.31.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  342. Computed blk.32.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  343. Computed blk.33.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  344. Computed blk.34.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  345. Computed blk.35.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  346. Computed blk.36.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  347. Computed blk.37.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  348. Computed blk.38.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  349. Computed blk.39.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  350. Computed blk.40.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  351. Computed blk.41.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  352. Computed blk.42.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  353. Computed blk.43.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  354. Computed blk.44.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  355. Computed blk.45.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  356. Computed blk.46.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA2
  357. Computed blk.47.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  358. Computed blk.48.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  359. Computed blk.49.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  360. Computed blk.50.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  361. Computed blk.51.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  362. Computed blk.52.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  363. Computed blk.53.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  364. Computed blk.54.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  365. Computed blk.55.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  366. Computed blk.56.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  367. Computed blk.57.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  368. Computed blk.58.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  369. Computed blk.59.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  370. Computed blk.60.attn_v_b.weight as 128 x 512 x 128 and stored in buffer CUDA3
  371. llama_new_context_with_model: n_ctx = 81920
  372. llama_new_context_with_model: n_batch = 2048
  373. llama_new_context_with_model: n_ubatch = 512
  374. llama_new_context_with_model: flash_attn = 1
  375. llama_new_context_with_model: mla_attn = 2
  376. llama_new_context_with_model: attn_max_b = 2048
  377. llama_new_context_with_model: fused_moe = 1
  378. llama_new_context_with_model: ser = -1, 0
  379. llama_new_context_with_model: freq_base = 10000.0
  380. llama_new_context_with_model: freq_scale = 0.025
  381. llama_kv_cache_init: layer 0: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  382. llama_kv_cache_init: layer 1: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  383. llama_kv_cache_init: layer 2: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  384. llama_kv_cache_init: layer 3: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  385. llama_kv_cache_init: layer 4: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  386. llama_kv_cache_init: layer 5: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  387. llama_kv_cache_init: layer 6: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  388. llama_kv_cache_init: layer 7: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  389. llama_kv_cache_init: layer 8: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  390. llama_kv_cache_init: layer 9: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  391. llama_kv_cache_init: layer 10: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  392. llama_kv_cache_init: layer 11: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  393. llama_kv_cache_init: layer 12: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  394. llama_kv_cache_init: layer 13: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  395. llama_kv_cache_init: layer 14: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  396. llama_kv_cache_init: layer 15: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  397. llama_kv_cache_init: layer 16: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  398. llama_kv_cache_init: layer 17: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  399. llama_kv_cache_init: layer 18: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  400. llama_kv_cache_init: layer 19: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  401. llama_kv_cache_init: layer 20: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  402. llama_kv_cache_init: layer 21: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  403. llama_kv_cache_init: layer 22: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  404. llama_kv_cache_init: layer 23: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  405. llama_kv_cache_init: layer 24: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  406. llama_kv_cache_init: layer 25: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  407. llama_kv_cache_init: layer 26: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  408. llama_kv_cache_init: layer 27: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  409. llama_kv_cache_init: layer 28: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  410. llama_kv_cache_init: layer 29: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  411. llama_kv_cache_init: layer 30: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  412. llama_kv_cache_init: layer 31: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  413. llama_kv_cache_init: layer 32: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  414. llama_kv_cache_init: layer 33: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  415. llama_kv_cache_init: layer 34: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  416. llama_kv_cache_init: layer 35: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  417. llama_kv_cache_init: layer 36: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  418. llama_kv_cache_init: layer 37: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  419. llama_kv_cache_init: layer 38: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  420. llama_kv_cache_init: layer 39: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  421. llama_kv_cache_init: layer 40: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  422. llama_kv_cache_init: layer 41: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  423. llama_kv_cache_init: layer 42: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  424. llama_kv_cache_init: layer 43: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  425. llama_kv_cache_init: layer 44: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  426. llama_kv_cache_init: layer 45: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  427. llama_kv_cache_init: layer 46: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  428. llama_kv_cache_init: layer 47: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  429. llama_kv_cache_init: layer 48: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  430. llama_kv_cache_init: layer 49: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  431. llama_kv_cache_init: layer 50: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  432. llama_kv_cache_init: layer 51: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  433. llama_kv_cache_init: layer 52: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  434. llama_kv_cache_init: layer 53: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  435. llama_kv_cache_init: layer 54: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  436. llama_kv_cache_init: layer 55: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  437. llama_kv_cache_init: layer 56: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  438. llama_kv_cache_init: layer 57: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  439. llama_kv_cache_init: layer 58: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  440. llama_kv_cache_init: layer 59: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  441. llama_kv_cache_init: layer 60: n_embd_head_qk_rope = 64, kv_lora_rank = 512
  442. llama_kv_cache_init: CUDA0 KV buffer size = 765.01 MiB
  443. llama_kv_cache_init: CUDA1 KV buffer size = 717.19 MiB
  444. llama_kv_cache_init: CUDA2 KV buffer size = 765.01 MiB
  445. llama_kv_cache_init: CUDA3 KV buffer size = 669.38 MiB
  446. llama_new_context_with_model: KV self size = 2916.56 MiB, c^KV (q8_0): 2916.56 MiB, kv^T: not used
  447. llama_new_context_with_model: CUDA_Host output buffer size = 0.99 MiB
  448. llama_new_context_with_model: pipeline parallelism enabled (n_copies=4)
  449. llama_new_context_with_model: CUDA0 compute buffer size = 14443.01 MiB
  450. llama_new_context_with_model: CUDA1 compute buffer size = 14930.04 MiB
  451. llama_new_context_with_model: CUDA2 compute buffer size = 15378.04 MiB
  452. llama_new_context_with_model: CUDA3 compute buffer size = 14482.05 MiB
  453. llama_new_context_with_model: CUDA_Host compute buffer size = 4147.80 MiB
  454. llama_new_context_with_model: graph nodes = 8245
  455. llama_new_context_with_model: graph splits = 121
  456. INFO [ init] initializing slots | tid="140708181868544" timestamp=1744369674 n_slots=1
  457. INFO [ init] new slot | tid="140708181868544" timestamp=1744369674 id_slot=0 n_ctx_slot=81920
  458. INFO [ main] model loaded | tid="140708181868544" timestamp=1744369674
  459. INFO [ main] chat template | tid="140708181868544" timestamp=1744369674 chat_example="You are a helpful assistant\n\n<｜User｜>Hello<｜Assistant｜>Hi there<｜end▁of▁sentence｜><｜User｜>How are you?<｜Assistant｜>" built_in=true
  460. INFO [ main] HTTP server listening | tid="140708181868544" timestamp=1744369674 n_threads_http="127" port="5000" hostname="0.0.0.0"
  461. INFO [ update_slots] all slots are idle | tid="140708181868544" timestamp=1744369674
  462. INFO [ launch_slot_with_task] slot is processing task | tid="140708181868544" timestamp=1744369784 id_slot=0 id_task=0
  463. INFO [ update_slots] kv cache rm [p0, end) | tid="140708181868544" timestamp=1744369784 id_slot=0 id_task=0 p0=0
  464. INFO [ print_timings] prompt eval time = 9465.24 ms / 572 tokens ( 16.55 ms per token, 60.43 tokens per second) | tid="140708181868544" timestamp=1744369869 id_slot=0 id_task=0 t_prompt_processing=9465.241 n_prompt_tokens_processed=572 t_token=16.547624125874126 n_tokens_second=60.43163613055389
  465. INFO [ print_timings] generation eval time = 75071.14 ms / 270 runs ( 278.04 ms per token, 3.60 tokens per second) | tid="140708181868544" timestamp=1744369869 id_slot=0 id_task=0 t_token_generation=75071.144 n_decoded=270 t_token=278.04127407407407 n_tokens_second=3.5965883242701087
  466. INFO [ print_timings] total time = 84536.38 ms | tid="140708181868544" timestamp=1744369869 id_slot=0 id_task=0 t_prompt_processing=9465.241 t_token_generation=75071.144 t_total=84536.385
  467. INFO [ update_slots] slot released | tid="140708181868544" timestamp=1744369869 id_slot=0 id_task=0 n_ctx=81920 n_past=841 n_system_tokens=0 n_cache_tokens=841 truncated=false
  468. INFO [ update_slots] all slots are idle | tid="140708181868544" timestamp=1744369869
  469. INFO [ log_server_request] request | tid="140302102822912" timestamp=1744369869 remote_addr="127.0.0.1" remote_port=42546 status=200 method="POST" path="/completion" params={}
  470. INFO [ update_slots] all slots are idle | tid="140708181868544" timestamp=1744369869
  471. INFO [ launch_slot_with_task] slot is processing task | tid="140708181868544" timestamp=1744369909 id_slot=0 id_task=272
  472. INFO [ update_slots] we have to evaluate at least 1 token to generate logits | tid="140708181868544" timestamp=1744369909 id_slot=0 id_task=272
  473. INFO [ update_slots] kv cache rm [p0, end) | tid="140708181868544" timestamp=1744369909 id_slot=0 id_task=272 p0=571
  474. INFO [ print_timings] prompt eval time = 525.53 ms / 1 tokens ( 525.53 ms per token, 1.90 tokens per second) | tid="140708181868544" timestamp=1744369983 id_slot=0 id_task=272 t_prompt_processing=525.532 n_prompt_tokens_processed=1 t_token=525.532 n_tokens_second=1.9028336999459594
  475. INFO [ print_timings] generation eval time = 73892.48 ms / 268 runs ( 275.72 ms per token, 3.63 tokens per second) | tid="140708181868544" timestamp=1744369983 id_slot=0 id_task=272 t_token_generation=73892.479 n_decoded=268 t_token=275.7182052238806 n_tokens_second=3.626891445880439
  476. INFO [ print_timings] total time = 74418.01 ms | tid="140708181868544" timestamp=1744369983 id_slot=0 id_task=272 t_prompt_processing=525.532 t_token_generation=73892.479 t_total=74418.01100000001
  477. INFO [ update_slots] slot released | tid="140708181868544" timestamp=1744369983 id_slot=0 id_task=272 n_ctx=81920 n_past=839 n_system_tokens=0 n_cache_tokens=839 truncated=false
  478. INFO [ update_slots] all slots are idle | tid="140708181868544" timestamp=1744369983
  479. INFO [ log_server_request] request | tid="140302050394112" timestamp=1744369983 remote_addr="127.0.0.1" remote_port=42550 status=200 method="POST" path="/completion" params={}
  480. INFO [ update_slots] all slots are idle | tid="140708181868544" timestamp=1744369983
  481. ^CINFO [ update_slots] all slots are idle | tid="140708181868544" timestamp=1744370065
Add Comment
Please, Sign In to add comment
Public Pastes
We use cookies for various purposes including analytics. By continuing to use Pastebin, you agree to our use of cookies as described in the Cookies Policy.  OK, I Understand
Not a member of Pastebin yet?
Sign Up, it unlocks many cool features!