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/home/cfruan/.conda/envs/mlc-source-311/bin/python -m mlc_chat gen_config /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4 --quantization q0f32 --conv-template chatml --output /tmp/tmp9bdnmwr5
/home/cfruan/.conda/envs/mlc-source-311/lib/python3.11/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for <class 'numpy.float64'> type is zero.
  setattr(self, word, getattr(machar, word).flat[0])
/home/cfruan/.conda/envs/mlc-source-311/lib/python3.11/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for <class 'numpy.float64'> type is zero.
  return self._float_to_str(self.smallest_subnormal)
/home/cfruan/.conda/envs/mlc-source-311/lib/python3.11/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/cfruan/.conda/envs/mlc-source-311/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)
[2024-01-16 09:55:26] INFO auto_config.py:115: Found model configuration: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/config.json
[2024-01-16 09:55:26] INFO auto_config.py:153: Found model type: llama. Use `--model-type` to override.
[2024-01-16 09:55:26] INFO llama_model.py:51: context_window_size not found in config.json. Falling back to max_position_embeddings (2048)
[2024-01-16 09:55:26] INFO llama_model.py:71: prefill_chunk_size defaults to context_window_size (2048)
[2024-01-16 09:55:26] INFO gen_config.py:117: [config.json] Setting bos_token_id: 1
[2024-01-16 09:55:26] INFO gen_config.py:117: [config.json] Setting eos_token_id: 2
[2024-01-16 09:55:26] INFO gen_config.py:129: Found tokenizer config: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/tokenizer.model. Copying to /tmp/tmp9bdnmwr5/tokenizer.model
[2024-01-16 09:55:26] INFO gen_config.py:129: Found tokenizer config: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/tokenizer.json. Copying to /tmp/tmp9bdnmwr5/tokenizer.json
[2024-01-16 09:55:26] INFO gen_config.py:131: Not found tokenizer config: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/vocab.json
[2024-01-16 09:55:26] INFO gen_config.py:131: Not found tokenizer config: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/merges.txt
[2024-01-16 09:55:26] INFO gen_config.py:129: Found tokenizer config: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/added_tokens.json. Copying to /tmp/tmp9bdnmwr5/added_tokens.json
[2024-01-16 09:55:26] INFO gen_config.py:129: Found tokenizer config: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/tokenizer_config.json. Copying to /tmp/tmp9bdnmwr5/tokenizer_config.json
[2024-01-16 09:55:26] INFO gen_config.py:70: [System default] Setting pad_token_id: 0
[2024-01-16 09:55:26] INFO gen_config.py:70: [System default] Setting temperature: 0.7
[2024-01-16 09:55:26] INFO gen_config.py:70: [System default] Setting repetition_penalty: 1.0
[2024-01-16 09:55:26] INFO gen_config.py:70: [System default] Setting top_p: 0.95
[2024-01-16 09:55:26] INFO gen_config.py:70: [System default] Setting mean_gen_len: 128
[2024-01-16 09:55:26] INFO gen_config.py:70: [System default] Setting max_gen_len: 512
[2024-01-16 09:55:26] INFO gen_config.py:70: [System default] Setting shift_fill_factor: 0.3
[2024-01-16 09:55:26] INFO gen_config.py:159: Dumping configuration file to: /tmp/tmp9bdnmwr5/mlc-chat-config.json
/home/cfruan/.conda/envs/mlc-source-311/bin/python -m mlc_chat convert_weight /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4 --quantization q0f32 --source-format auto --output /tmp/tmp9bdnmwr5
/home/cfruan/.conda/envs/mlc-source-311/lib/python3.11/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for <class 'numpy.float64'> type is zero.
  setattr(self, word, getattr(machar, word).flat[0])
/home/cfruan/.conda/envs/mlc-source-311/lib/python3.11/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for <class 'numpy.float64'> type is zero.
  return self._float_to_str(self.smallest_subnormal)
/home/cfruan/.conda/envs/mlc-source-311/lib/python3.11/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/cfruan/.conda/envs/mlc-source-311/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)
[2024-01-16 09:55:27] INFO auto_config.py:115: Found model configuration: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/config.json
[2024-01-16 09:55:27] INFO auto_device.py:76: Found device: cuda:0
[2024-01-16 09:55:27] INFO auto_device.py:76: Found device: cuda:1
[2024-01-16 09:55:27] INFO auto_device.py:85: Not found device: rocm:0
[2024-01-16 09:55:28] INFO auto_device.py:85: Not found device: metal:0
[2024-01-16 09:55:28] INFO auto_device.py:76: Found device: vulkan:0
[2024-01-16 09:55:28] INFO auto_device.py:76: Found device: vulkan:1
[2024-01-16 09:55:28] INFO auto_device.py:76: Found device: vulkan:2
[2024-01-16 09:55:29] INFO auto_device.py:85: Not found device: opencl:0
[2024-01-16 09:55:29] INFO auto_device.py:33: Using device: cuda:0
[2024-01-16 09:55:29] INFO auto_weight.py:70: Finding weights in: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4
[2024-01-16 09:55:29] INFO auto_weight.py:129: Found source weight format: huggingface-torch. Source configuration: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/pytorch_model.bin
[2024-01-16 09:55:29] INFO auto_weight.py:143: Found source weight format: huggingface-safetensor. Source configuration: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/model.safetensors.index.json
[2024-01-16 09:55:29] INFO auto_weight.py:106: Using source weight configuration: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/pytorch_model.bin. Use `--source` to override.
[2024-01-16 09:55:29] INFO auto_weight.py:110: Using source weight format: huggingface-torch. Use `--source-format` to override.
[2024-01-16 09:55:29] INFO auto_config.py:153: Found model type: llama. Use `--model-type` to override.
[2024-01-16 09:55:29] INFO llama_model.py:51: context_window_size not found in config.json. Falling back to max_position_embeddings (2048)
[2024-01-16 09:55:29] INFO llama_model.py:71: prefill_chunk_size defaults to context_window_size (2048)
[2024-01-16 09:55:32] INFO huggingface_loader.py:169: Loading HF parameters from: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/pytorch_model.bin
Weight conversion with arguments:
  --config          /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/config.json
  --quantization    NoQuantize(name='q0f32', kind='no-quant', model_dtype='float32')
  --model-type      llama
  --device          cuda:0
  --source          /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/pytorch_model.bin
  --source-format   huggingface-torch
  --output          /tmp/tmp9bdnmwr5

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[2024-01-16 09:55:36] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.14.post_attention_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:36] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.15.self_attn.qkv_proj.weight", shape: (2560, 2048), dtype: float32

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[2024-01-16 09:55:36] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.15.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float32

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[2024-01-16 09:55:36] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.15.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float32

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[2024-01-16 09:55:36] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.15.mlp.down_proj.weight", shape: (2048, 5632), dtype: float32

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[2024-01-16 09:55:36] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.15.input_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:36] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.15.post_attention_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:36] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.16.self_attn.qkv_proj.weight", shape: (2560, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.16.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.16.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.16.mlp.down_proj.weight", shape: (2048, 5632), dtype: float32

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 75%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                      | 101/135 [00:01<00:00, 55.75it/s]
                                                                                                                                                                                              
[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.16.input_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.16.post_attention_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.17.self_attn.qkv_proj.weight", shape: (2560, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.17.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.17.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.17.mlp.down_proj.weight", shape: (2048, 5632), dtype: float32

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 79%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                               | 107/135 [00:02<00:00, 55.59it/s]
                                                                                                                                                                                              
[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.17.input_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.17.post_attention_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.18.self_attn.qkv_proj.weight", shape: (2560, 2048), dtype: float32

 79%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                               | 107/135 [00:02<00:00, 55.59it/s]
                                                                                                                                                                                              
[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.18.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.18.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.18.mlp.down_proj.weight", shape: (2048, 5632), dtype: float32

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 84%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                        | 113/135 [00:02<00:00, 55.93it/s]
                                                                                                                                                                                              
[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.18.input_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.18.post_attention_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.19.self_attn.qkv_proj.weight", shape: (2560, 2048), dtype: float32

 84%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                        | 113/135 [00:02<00:00, 55.93it/s]
                                                                                                                                                                                              
[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.19.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float32

 84%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                        | 113/135 [00:02<00:00, 55.93it/s]
                                                                                                                                                                                              
[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.19.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.19.mlp.down_proj.weight", shape: (2048, 5632), dtype: float32

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 88%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                  | 119/135 [00:02<00:00, 56.52it/s]
                                                                                                                                                                                              
[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.19.input_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.19.post_attention_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.20.self_attn.qkv_proj.weight", shape: (2560, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.20.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.20.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.20.mlp.down_proj.weight", shape: (2048, 5632), dtype: float32

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 93%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊           | 125/135 [00:02<00:00, 56.44it/s]
                                                                                                                                                                                              
[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.20.input_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.20.post_attention_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.21.self_attn.qkv_proj.weight", shape: (2560, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.21.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.21.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.21.mlp.down_proj.weight", shape: (2048, 5632), dtype: float32

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 97%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌    | 131/135 [00:02<00:00, 57.23it/s]
                                                                                                                                                                                              
[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.21.input_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.layers.21.post_attention_layernorm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "model.norm.weight", shape: (2048,), dtype: float32

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[2024-01-16 09:55:37] INFO huggingface_loader.py:129: [Not quantized] Parameter: "lm_head.weight", shape: (32003, 2048), dtype: float32

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100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 135/135 [00:02<00:00, 51.10it/s]
[2024-01-16 09:55:37] INFO huggingface_loader.py:179: Unloading HF weight file: /ssd1/cfruan/models/TinyLlama-1.1B-Chat-v0.4/pytorch_model.bin
[2024-01-16 09:55:37] INFO stats.py:71: Time usage: HF loading: 2.557 sec; Pre-quantization mapping: 0.925 sec; Quantization: 0.000 sec
[2024-01-16 09:55:37] INFO stats.py:85: RAM usage: Peak RAM: 4.098 GB. Total bytes loaded from disk: 4.098 GB
[2024-01-16 09:55:37] INFO convert_weight.py:119: Parameter size after quantization: 4.098 GB
[2024-01-16 09:55:37] INFO convert_weight.py:124: Total parameters: 1,100,060,672
[2024-01-16 09:55:37] INFO convert_weight.py:125: Bits per parameter: 32.000
Start storing to cache /tmp/tmp9bdnmwr5


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All finished, 57 total shards committed, record saved to /tmp/tmp9bdnmwr5/ndarray-cache.json
Also saved a bf16 record to /tmp/tmp9bdnmwr5/ndarray-cache-b16.json