| /home/msyu/workspace/venv/bin/python -m mlc_llm gen_config /tmp/tmpom_oz7t5/repo --quantization q0f32 --conv-template phi-3 --output /tmp/tmpbu0nfi81 | |
| [2024-05-08 13:43:32] INFO auto_config.py:115: [92mFound[0m model configuration: /tmp/tmpom_oz7t5/repo/config.json | |
| [2024-05-08 13:43:32] INFO auto_config.py:153: [92mFound[0m model type: [1mphi3[0m. Use `--model-type` to override. | |
| [2024-05-08 13:43:32] INFO phi3_model.py:53: [1mcontext_window_size[0m not found in config.json. Falling back to [1mmax_position_embeddings[0m (131072) | |
| [2024-05-08 13:43:32] INFO phi3_model.py:68: [1mprefill_chunk_size[0m defaults to 2048 | |
| [2024-05-08 13:43:32] INFO config.py:106: Overriding [1mmax_batch_size[0m from 1 to 80 | |
| [2024-05-08 13:43:32] INFO gen_config.py:255: [generation_config.json] Setting [1mbos_token_id[0m: 1 | |
| [2024-05-08 13:43:32] INFO gen_config.py:255: [generation_config.json] Setting [1meos_token_id[0m: [32000, 32001, 32007] | |
| [2024-05-08 13:43:32] INFO gen_config.py:255: [generation_config.json] Setting [1mpad_token_id[0m: 32000 | |
| [2024-05-08 13:43:32] INFO gen_config.py:267: [92mFound[0m tokenizer config: /tmp/tmpom_oz7t5/repo/tokenizer.model. Copying to [1m/tmp/tmpbu0nfi81/tokenizer.model[0m | |
| [2024-05-08 13:43:32] INFO gen_config.py:267: [92mFound[0m tokenizer config: /tmp/tmpom_oz7t5/repo/tokenizer.json. Copying to [1m/tmp/tmpbu0nfi81/tokenizer.json[0m | |
| [2024-05-08 13:43:32] INFO gen_config.py:269: [91mNot found[0m tokenizer config: /tmp/tmpom_oz7t5/repo/vocab.json | |
| [2024-05-08 13:43:32] INFO gen_config.py:269: [91mNot found[0m tokenizer config: /tmp/tmpom_oz7t5/repo/merges.txt | |
| [2024-05-08 13:43:32] INFO gen_config.py:267: [92mFound[0m tokenizer config: /tmp/tmpom_oz7t5/repo/added_tokens.json. Copying to [1m/tmp/tmpbu0nfi81/added_tokens.json[0m | |
| [2024-05-08 13:43:32] INFO gen_config.py:267: [92mFound[0m tokenizer config: /tmp/tmpom_oz7t5/repo/tokenizer_config.json. Copying to [1m/tmp/tmpbu0nfi81/tokenizer_config.json[0m | |
| [2024-05-08 13:43:32] INFO gen_config.py:80: [System default] Setting [1mtemperature[0m: 0.7 | |
| [2024-05-08 13:43:32] INFO gen_config.py:80: [System default] Setting [1mpresence_penalty[0m: 0.0 | |
| [2024-05-08 13:43:32] INFO gen_config.py:80: [System default] Setting [1mfrequency_penalty[0m: 0.0 | |
| [2024-05-08 13:43:32] INFO gen_config.py:80: [System default] Setting [1mrepetition_penalty[0m: 1.0 | |
| [2024-05-08 13:43:32] INFO gen_config.py:80: [System default] Setting [1mtop_p[0m: 0.95 | |
| [2024-05-08 13:43:32] INFO gen_config.py:80: [System default] Setting [1mmean_gen_len[0m: 128 | |
| [2024-05-08 13:43:32] INFO gen_config.py:80: [System default] Setting [1mmax_gen_len[0m: 512 | |
| [2024-05-08 13:43:32] INFO gen_config.py:80: [System default] Setting [1mshift_fill_factor[0m: 0.3 | |
| [2024-05-08 13:43:32] INFO gen_config.py:335: Dumping configuration file to: [1m/tmp/tmpbu0nfi81/mlc-chat-config.json[0m | |
| /home/msyu/workspace/venv/bin/python -m mlc_llm convert_weight /tmp/tmpom_oz7t5/repo --quantization q0f32 --source-format auto --output /tmp/tmpbu0nfi81 | |
| [2024-05-08 13:43:33] INFO auto_config.py:115: [92mFound[0m model configuration: /tmp/tmpom_oz7t5/repo/config.json | |
| [2024-05-08 13:43:33] INFO auto_device.py:79: [92mFound[0m device: cuda:0 | |
| [2024-05-08 13:43:34] INFO auto_device.py:88: [91mNot found[0m device: rocm:0 | |
| [2024-05-08 13:43:34] INFO auto_device.py:88: [91mNot found[0m device: metal:0 | |
| [2024-05-08 13:43:35] INFO auto_device.py:88: [91mNot found[0m device: vulkan:0 | |
| [2024-05-08 13:43:36] INFO auto_device.py:79: [92mFound[0m device: opencl:0 | |
| [2024-05-08 13:43:36] INFO auto_device.py:35: Using device: [1mcuda:0[0m | |
| [2024-05-08 13:43:36] INFO auto_weight.py:70: Finding weights in: /tmp/tmpom_oz7t5/repo | |
| [2024-05-08 13:43:36] INFO auto_weight.py:136: [91mNot found[0m Huggingface PyTorch | |
| [2024-05-08 13:43:36] INFO auto_weight.py:143: [92mFound[0m source weight format: huggingface-safetensor. Source configuration: /tmp/tmpom_oz7t5/repo/model.safetensors.index.json | |
| [2024-05-08 13:43:36] INFO auto_weight.py:106: Using source weight configuration: [1m/tmp/tmpom_oz7t5/repo/model.safetensors.index.json[0m. Use `--source` to override. | |
| [2024-05-08 13:43:36] INFO auto_weight.py:110: Using source weight format: [1mhuggingface-safetensor[0m. Use `--source-format` to override. | |
| [2024-05-08 13:43:36] INFO auto_config.py:153: [92mFound[0m model type: [1mphi3[0m. Use `--model-type` to override. | |
| [2024-05-08 13:43:36] INFO phi3_model.py:53: [1mcontext_window_size[0m not found in config.json. Falling back to [1mmax_position_embeddings[0m (131072) | |
| [2024-05-08 13:43:36] INFO phi3_model.py:68: [1mprefill_chunk_size[0m defaults to 2048 | |
| [1mWeight conversion with arguments:[0m | |
| [1m--config[0m /tmp/tmpom_oz7t5/repo/config.json | |
| [1m--quantization[0m NoQuantize(name='q0f32', kind='no-quant', model_dtype='float32') | |
| [1m--model-type[0m phi3 | |
| [1m--device[0m cuda:0 | |
| [1m--source[0m /tmp/tmpom_oz7t5/repo/model.safetensors.index.json | |
| [1m--source-format[0m huggingface-safetensor | |
| [1m--output[0m /tmp/tmpbu0nfi81 | |
| Start storing to cache /tmp/tmpbu0nfi81 | |
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| 0%| | 0/195 [00:00<?, ?it/s]/home/msyu/workspace/venv/lib/python3.10/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for <class 'numpy.float32'> type is zero. | |
| setattr(self, word, getattr(machar, word).flat[0]) | |
| /home/msyu/workspace/venv/lib/python3.10/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for <class 'numpy.float32'> type is zero. | |
| return self._float_to_str(self.smallest_subnormal) | |
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| 98%|█████████▊| 192/195 [00:36<00:00, 4.92it/s] [2024-05-08 13:44:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "[1mtransformer.h.9.mixer.qkv_proj.weight[0m", shape: (9216, 3072), dtype: float32 | |
| 98%|█████████▊| 192/195 [00:36<00:00, 4.92it/s] 100%|██████████| 195/195 [00:36<00:00, 6.07it/s] 100%|██████████| 195/195 [00:36<00:00, 5.34it/s] | |
| [2024-05-08 13:44:14] INFO huggingface_loader.py:196: Unloading HF weight file: /tmp/tmpom_oz7t5/repo/model-00001-of-00002.safetensors | |
| [2024-05-08 13:44:14] INFO stats.py:76: [92mTime usage[0m: HF loading: 1.466 sec; Pre-quantization mapping: 1.680 sec; Quantization: 0.000 sec | |
| [2024-05-08 13:44:14] INFO stats.py:90: [92mRAM usage[0m: Peak RAM: 9.262 GB. Total bytes loaded from disk: 14.235 GB | |
| [2024-05-08 13:44:14] INFO convert_weight.py:155: [92mParameter size[0m after quantization: 14.235 GB | |
| [2024-05-08 13:44:14] INFO convert_weight.py:160: [92mTotal parameters[0m: 3,821,079,552 | |
| [2024-05-08 13:44:14] INFO convert_weight.py:161: [92mBits per parameter[0m: 32.000 | |
| [2024-05-08 13:44:14] INFO convert_weight.py:166: Saved to directory: [1m/tmp/tmpbu0nfi81[0m | |
| All finished, 130 total shards committed, record saved to /tmp/tmpbu0nfi81/ndarray-cache.json | |
| Also saved a bf16 record to /tmp/tmpbu0nfi81/ndarray-cache-b16.json | |