logs.txt

/usr/bin/python3 -m mlc_llm gen_config dist/models/stablelm-2-zephyr-1_6b --quantization q0f32 --conv-template stablelm-2 --output /tmp/tmpjjd44ai4 --context-window-size 4096
[2024-05-24 18:23:54] INFO auto_config.py:115: Found model configuration: dist/models/stablelm-2-zephyr-1_6b/config.json
[2024-05-24 18:23:54] INFO auto_config.py:153: Found model type: stablelm. Use `--model-type` to override.
[2024-05-24 18:23:54] INFO stablelm_model.py:49: context_window_size not found in config.json. Falling back to max_position_embeddings (4096)
[2024-05-24 18:23:54] INFO stablelm_model.py:66: prefill_chunk_size defaults to 2048
[2024-05-24 18:23:54] INFO config.py:106: Overriding context_window_size from 4096 to 4096
[2024-05-24 18:23:54] INFO config.py:106: Overriding max_batch_size from 1 to 80
[2024-05-24 18:23:54] INFO gen_config.py:255: [generation_config.json] Setting bos_token_id: 100257
[2024-05-24 18:23:54] INFO gen_config.py:255: [generation_config.json] Setting eos_token_id: 100257
[2024-05-24 18:23:54] INFO gen_config.py:269: Not found tokenizer config: dist/models/stablelm-2-zephyr-1_6b/tokenizer.model
[2024-05-24 18:23:54] INFO gen_config.py:267: Found tokenizer config: dist/models/stablelm-2-zephyr-1_6b/tokenizer.json. Copying to /tmp/tmpjjd44ai4/tokenizer.json
[2024-05-24 18:23:54] INFO gen_config.py:267: Found tokenizer config: dist/models/stablelm-2-zephyr-1_6b/vocab.json. Copying to /tmp/tmpjjd44ai4/vocab.json
[2024-05-24 18:23:54] INFO gen_config.py:267: Found tokenizer config: dist/models/stablelm-2-zephyr-1_6b/merges.txt. Copying to /tmp/tmpjjd44ai4/merges.txt
[2024-05-24 18:23:54] INFO gen_config.py:269: Not found tokenizer config: dist/models/stablelm-2-zephyr-1_6b/added_tokens.json
[2024-05-24 18:23:54] INFO gen_config.py:267: Found tokenizer config: dist/models/stablelm-2-zephyr-1_6b/tokenizer_config.json. Copying to /tmp/tmpjjd44ai4/tokenizer_config.json
[2024-05-24 18:23:54] INFO gen_config.py:80: [System default] Setting pad_token_id: 0
[2024-05-24 18:23:54] INFO gen_config.py:80: [System default] Setting temperature: 0.7
[2024-05-24 18:23:54] INFO gen_config.py:80: [System default] Setting presence_penalty: 0.0
[2024-05-24 18:23:54] INFO gen_config.py:80: [System default] Setting frequency_penalty: 0.0
[2024-05-24 18:23:54] INFO gen_config.py:80: [System default] Setting repetition_penalty: 1.0
[2024-05-24 18:23:54] INFO gen_config.py:80: [System default] Setting top_p: 0.95
[2024-05-24 18:23:54] INFO gen_config.py:80: [System default] Setting mean_gen_len: 128
[2024-05-24 18:23:54] INFO gen_config.py:80: [System default] Setting max_gen_len: 512
[2024-05-24 18:23:54] INFO gen_config.py:80: [System default] Setting shift_fill_factor: 0.3
[2024-05-24 18:23:54] INFO gen_config.py:335: Dumping configuration file to: /tmp/tmpjjd44ai4/mlc-chat-config.json
/usr/bin/python3 -m mlc_llm convert_weight dist/models/stablelm-2-zephyr-1_6b --quantization q0f32 --source-format auto --output /tmp/tmpjjd44ai4
[2024-05-24 18:23:55] INFO auto_config.py:115: Found model configuration: dist/models/stablelm-2-zephyr-1_6b/config.json
[2024-05-24 18:23:58] INFO auto_device.py:79: Found device: cuda:0
[2024-05-24 18:23:59] INFO auto_device.py:88: Not found device: rocm:0
[2024-05-24 18:24:00] INFO auto_device.py:88: Not found device: metal:0
[2024-05-24 18:24:01] INFO auto_device.py:88: Not found device: vulkan:0
[2024-05-24 18:24:01] INFO auto_device.py:88: Not found device: opencl:0
[2024-05-24 18:24:01] INFO auto_device.py:35: Using device: cuda:0
[2024-05-24 18:24:01] INFO auto_weight.py:70: Finding weights in: dist/models/stablelm-2-zephyr-1_6b
[2024-05-24 18:24:01] INFO auto_weight.py:136: Not found Huggingface PyTorch
[2024-05-24 18:24:01] INFO auto_weight.py:143: Found source weight format: huggingface-safetensor. Source configuration: dist/models/stablelm-2-zephyr-1_6b/model.safetensors.index.json
[2024-05-24 18:24:01] INFO auto_weight.py:106: Using source weight configuration: dist/models/stablelm-2-zephyr-1_6b/model.safetensors.index.json. Use `--source` to override.
[2024-05-24 18:24:01] INFO auto_weight.py:110: Using source weight format: huggingface-safetensor. Use `--source-format` to override.
[2024-05-24 18:24:01] INFO auto_config.py:153: Found model type: stablelm. Use `--model-type` to override.
[2024-05-24 18:24:01] INFO stablelm_model.py:49: context_window_size not found in config.json. Falling back to max_position_embeddings (4096)
[2024-05-24 18:24:01] INFO stablelm_model.py:66: prefill_chunk_size defaults to 2048
Weight conversion with arguments:
  --config          dist/models/stablelm-2-zephyr-1_6b/config.json
  --quantization    NoQuantize(name='q0f32', kind='no-quant', model_dtype='float32')
  --model-type      stablelm
  --device          cuda:0
  --source          dist/models/stablelm-2-zephyr-1_6b/model.safetensors.index.json
  --source-format   huggingface-safetensor
  --output          /tmp/tmpjjd44ai4
Start storing to cache /tmp/tmpjjd44ai4

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[2024-05-24 18:24:03] INFO huggingface_loader.py:184: Loading HF parameters from: dist/models/stablelm-2-zephyr-1_6b/model.safetensors

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[2024-05-24 18:24:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "lm_head.weight", shape: (100352, 2048), dtype: float32

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  setattr(self, word, getattr(machar, word).flat[0])
/home/tlopex/.local/lib/python3.8/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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[2024-05-24 18:24:35] INFO huggingface_loader.py:196: Unloading HF weight file: dist/models/stablelm-2-zephyr-1_6b/model.safetensors
[2024-05-24 18:24:35] INFO stats.py:76: Time usage: HF loading: 1.017 sec; Pre-quantization mapping: 5.571 sec; Quantization: 0.000 sec
[2024-05-24 18:24:35] INFO stats.py:90: RAM usage: Peak RAM: 3.063 GB. Total bytes loaded from disk: 3.063 GB
[2024-05-24 18:24:35] INFO convert_weight.py:155: Parameter size after quantization: 6.126 GB
[2024-05-24 18:24:35] INFO convert_weight.py:160: Total parameters: 1,644,515,328
[2024-05-24 18:24:35] INFO convert_weight.py:161: Bits per parameter: 32.000
[2024-05-24 18:24:35] INFO convert_weight.py:166: Saved to directory: /tmp/tmpjjd44ai4

All finished, 75 total shards committed, record saved to /tmp/tmpjjd44ai4/ndarray-cache.json
Also saved a bf16 record to /tmp/tmpjjd44ai4/ndarray-cache-b16.json