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Phi-3-mini-4k-instruct-q0f32-MLC

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Phi-3-mini-4k-instruct-q0f32-MLC
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/home/rickzhou/miniconda3/envs/mlc/bin/python -m mlc_llm gen_config /ssd1/rickzhou/models/Phi-3-mini-4k-instruct --quantization q0f32 --conv-template phi-3 --output /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC
[2024-05-27 02:07:22] INFO auto_config.py:115: Found model configuration: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/config.json
[2024-05-27 02:07:22] INFO auto_config.py:153: Found model type: phi3. Use `--model-type` to override.
[2024-05-27 02:07:22] INFO phi3_model.py:53: context_window_size not found in config.json. Falling back to max_position_embeddings (4096)
[2024-05-27 02:07:22] INFO phi3_model.py:68: prefill_chunk_size defaults to 2048
[2024-05-27 02:07:22] INFO config.py:106: Overriding max_batch_size from 1 to 80
[2024-05-27 02:07:22] INFO gen_config.py:142: [generation_config.json] Setting bos_token_id: 1
[2024-05-27 02:07:22] INFO gen_config.py:142: [generation_config.json] Setting eos_token_id: [32000, 32001, 32007]
[2024-05-27 02:07:22] INFO gen_config.py:142: [generation_config.json] Setting pad_token_id: 32000
[2024-05-27 02:07:22] INFO gen_config.py:154: Found tokenizer config: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/tokenizer.model. Copying to /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC/tokenizer.model
[2024-05-27 02:07:22] INFO gen_config.py:154: Found tokenizer config: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/tokenizer.json. Copying to /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC/tokenizer.json
[2024-05-27 02:07:22] INFO gen_config.py:156: Not found tokenizer config: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/vocab.json
[2024-05-27 02:07:22] INFO gen_config.py:156: Not found tokenizer config: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/merges.txt
[2024-05-27 02:07:22] INFO gen_config.py:154: Found tokenizer config: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/added_tokens.json. Copying to /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC/added_tokens.json
[2024-05-27 02:07:22] INFO gen_config.py:154: Found tokenizer config: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/tokenizer_config.json. Copying to /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC/tokenizer_config.json
Traceback (most recent call last):
  File "<frozen runpy>", line 198, in _run_module_as_main
  File "<frozen runpy>", line 88, in _run_code
  File "/ssd1/rickzhou/mlc-llm/python/mlc_llm/__main__.py", line 52, in <module>
    main()
  File "/ssd1/rickzhou/mlc-llm/python/mlc_llm/__main__.py", line 33, in main
    cli.main(sys.argv[2:])
  File "/ssd1/rickzhou/mlc-llm/python/mlc_llm/cli/gen_config.py", line 95, in main
    gen_config(
  File "/ssd1/rickzhou/mlc-llm/python/mlc_llm/interface/gen_config.py", line 214, in gen_config
    mlc_chat_config.tokenizer_info = asdict(Tokenizer.detect_tokenizer_info(str(output)))
                                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/ssd1/rickzhou/mlc-llm/python/mlc_llm/tokenizer.py", line 114, in detect_tokenizer_info
    return TokenizerInfo.from_json(_ffi_api.DetectTokenizerInfo(tokenizer_path))  # type: ignore  # pylint: disable=no-member
                                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
AttributeError: module 'mlc_llm._ffi_api' has no attribute 'DetectTokenizerInfo'
/home/rickzhou/miniconda3/envs/mlc/bin/python -m mlc_llm gen_config /ssd1/rickzhou/models/Phi-3-mini-4k-instruct --quantization q0f32 --conv-template phi-3 --output /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC
[2024-05-27 03:04:28] INFO auto_config.py:115: Found model configuration: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/config.json
[2024-05-27 03:04:28] INFO auto_config.py:153: Found model type: phi3. Use `--model-type` to override.
[2024-05-27 03:04:28] INFO phi3_model.py:53: context_window_size not found in config.json. Falling back to max_position_embeddings (4096)
[2024-05-27 03:04:28] INFO phi3_model.py:68: prefill_chunk_size defaults to 2048
[2024-05-27 03:04:28] INFO config.py:106: Overriding max_batch_size from 1 to 80
[2024-05-27 03:04:28] INFO gen_config.py:142: [generation_config.json] Setting bos_token_id: 1
[2024-05-27 03:04:28] INFO gen_config.py:142: [generation_config.json] Setting eos_token_id: [32000, 32001, 32007]
[2024-05-27 03:04:28] INFO gen_config.py:142: [generation_config.json] Setting pad_token_id: 32000
[2024-05-27 03:04:28] INFO gen_config.py:154: Found tokenizer config: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/tokenizer.model. Copying to /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC/tokenizer.model
[2024-05-27 03:04:28] INFO gen_config.py:154: Found tokenizer config: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/tokenizer.json. Copying to /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC/tokenizer.json
[2024-05-27 03:04:28] INFO gen_config.py:156: Not found tokenizer config: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/vocab.json
[2024-05-27 03:04:28] INFO gen_config.py:156: Not found tokenizer config: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/merges.txt
[2024-05-27 03:04:28] INFO gen_config.py:154: Found tokenizer config: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/added_tokens.json. Copying to /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC/added_tokens.json
[2024-05-27 03:04:28] INFO gen_config.py:154: Found tokenizer config: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/tokenizer_config.json. Copying to /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC/tokenizer_config.json
[2024-05-27 03:04:28] INFO gen_config.py:215: Detected tokenizer info: {'token_postproc_method': 'byte_fallback', 'prepend_space_in_encode': True, 'strip_space_in_decode': True}
[2024-05-27 03:04:28] INFO gen_config.py:31: [System default] Setting temperature: 1.0
[2024-05-27 03:04:28] INFO gen_config.py:31: [System default] Setting presence_penalty: 0.0
[2024-05-27 03:04:28] INFO gen_config.py:31: [System default] Setting frequency_penalty: 0.0
[2024-05-27 03:04:28] INFO gen_config.py:31: [System default] Setting repetition_penalty: 1.0
[2024-05-27 03:04:28] INFO gen_config.py:31: [System default] Setting top_p: 1.0
[2024-05-27 03:04:28] INFO gen_config.py:31: [System default] Setting mean_gen_len: 128
[2024-05-27 03:04:28] INFO gen_config.py:31: [System default] Setting max_gen_len: 512
[2024-05-27 03:04:28] INFO gen_config.py:31: [System default] Setting shift_fill_factor: 0.3
/home/rickzhou/miniconda3/envs/mlc/lib/python3.11/site-packages/pydantic/main.py:347: UserWarning: Pydantic serializer warnings:
  Expected `int` but got `list` - serialized value may not be as expected
  return self.__pydantic_serializer__.to_python(
[2024-05-27 03:04:28] INFO gen_config.py:222: Dumping configuration file to: /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC/mlc-chat-config.json
/home/rickzhou/miniconda3/envs/mlc/bin/python -m mlc_llm convert_weight /ssd1/rickzhou/models/Phi-3-mini-4k-instruct --quantization q0f32 --source-format auto --output /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC
[2024-05-27 03:04:29] INFO auto_config.py:115: Found model configuration: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/config.json
[2024-05-27 03:04:30] INFO auto_device.py:79: Found device: cuda:0
[2024-05-27 03:04:30] INFO auto_device.py:79: Found device: cuda:1
[2024-05-27 03:04:31] INFO auto_device.py:88: Not found device: rocm:0
[2024-05-27 03:04:32] INFO auto_device.py:88: Not found device: metal:0
[2024-05-27 03:04:34] INFO auto_device.py:79: Found device: vulkan:0
[2024-05-27 03:04:34] INFO auto_device.py:79: Found device: vulkan:1
[2024-05-27 03:04:34] INFO auto_device.py:79: Found device: vulkan:2
[2024-05-27 03:04:35] INFO auto_device.py:88: Not found device: opencl:0
[2024-05-27 03:04:35] INFO auto_device.py:35: Using device: cuda:0
[2024-05-27 03:04:35] INFO auto_weight.py:70: Finding weights in: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct
[2024-05-27 03:04:35] INFO auto_weight.py:136: Not found Huggingface PyTorch
[2024-05-27 03:04:35] INFO auto_weight.py:143: Found source weight format: huggingface-safetensor. Source configuration: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/model.safetensors.index.json
[2024-05-27 03:04:35] INFO auto_weight.py:106: Using source weight configuration: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/model.safetensors.index.json. Use `--source` to override.
[2024-05-27 03:04:35] INFO auto_weight.py:110: Using source weight format: huggingface-safetensor. Use `--source-format` to override.
[2024-05-27 03:04:35] INFO auto_config.py:153: Found model type: phi3. Use `--model-type` to override.
[2024-05-27 03:04:35] INFO phi3_model.py:53: context_window_size not found in config.json. Falling back to max_position_embeddings (4096)
[2024-05-27 03:04:35] INFO phi3_model.py:68: prefill_chunk_size defaults to 2048
Weight conversion with arguments:
  --config          /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/config.json
  --quantization    NoQuantize(name='q0f32', kind='no-quant', model_dtype='float32')
  --model-type      phi3
  --device          cuda:0
  --source          /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/model.safetensors.index.json
  --source-format   huggingface-safetensor
  --output          /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC
Start storing to cache /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC

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[2024-05-27 03:04:43] INFO huggingface_loader.py:174: [Not quantized] Parameter: "lm_head.weight", shape: (32064, 3072), dtype: float32

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  setattr(self, word, getattr(machar, word).flat[0])
/home/rickzhou/miniconda3/envs/mlc/lib/python3.11/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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[2024-05-27 03:05:36] INFO huggingface_loader.py:196: Unloading HF weight file: /ssd1/rickzhou/models/Phi-3-mini-4k-instruct/model-00001-of-00002.safetensors
[2024-05-27 03:05:36] INFO stats.py:76: Time usage: HF loading: 16.976 sec; Pre-quantization mapping: 1.975 sec; Quantization: 0.000 sec
[2024-05-27 03:05:36] INFO stats.py:90: RAM usage: Peak RAM: 9.262 GB. Total bytes loaded from disk: 14.235 GB
[2024-05-27 03:05:36] INFO convert_weight.py:155: Parameter size after quantization: 14.235 GB
[2024-05-27 03:05:36] INFO convert_weight.py:160: Total parameters: 3,821,079,552
[2024-05-27 03:05:36] INFO convert_weight.py:161: Bits per parameter: 32.000
[2024-05-27 03:05:36] INFO convert_weight.py:166: Saved to directory: /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC

All finished, 130 total shards committed, record saved to /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC/ndarray-cache.json
Also saved a bf16 record to /ssd2/models/mlc-delivery/hf/mlc-ai/Phi-3-mini-4k-instruct-q0f32-MLC/ndarray-cache-b16.json