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/home/cfruan/.conda/envs/mlc-source-311/bin/python -m mlc_chat gen_config /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5 --quantization q4f16_1 --conv-template phi-2 --output /tmp/tmpxe445xtc
[2023-12-28 23:33:19] INFO auto_config.py:115: [92mFound[0m model configuration: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/config.json
[2023-12-28 23:33:19] INFO auto_config.py:151: [92mFound[0m model type: [1mphi-msft[0m. Use `--model-type` to override.
[2023-12-28 23:33:19] INFO phi_model.py:59: [1mcontext_window_size[0m not found in config.json. Falling back to n_positions (2048)
[2023-12-28 23:33:19] INFO gen_config.py:129: [91mNot found[0m tokenizer config: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/tokenizer.model
[2023-12-28 23:33:19] INFO gen_config.py:127: [92mFound[0m tokenizer config: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/tokenizer.json. Copying to [1m/tmp/tmpxe445xtc/tokenizer.json[0m
[2023-12-28 23:33:19] INFO gen_config.py:127: [92mFound[0m tokenizer config: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/vocab.json. Copying to [1m/tmp/tmpxe445xtc/vocab.json[0m
[2023-12-28 23:33:19] INFO gen_config.py:127: [92mFound[0m tokenizer config: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/merges.txt. Copying to [1m/tmp/tmpxe445xtc/merges.txt[0m
[2023-12-28 23:33:19] INFO gen_config.py:127: [92mFound[0m tokenizer config: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/added_tokens.json. Copying to [1m/tmp/tmpxe445xtc/added_tokens.json[0m
[2023-12-28 23:33:19] INFO gen_config.py:127: [92mFound[0m tokenizer config: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/tokenizer_config.json. Copying to [1m/tmp/tmpxe445xtc/tokenizer_config.json[0m
[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting [1mpad_token_id[0m: 0
[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting [1mbos_token_id[0m: 1
[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting [1meos_token_id[0m: 2
[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting [1mtemperature[0m: 0.7
[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting [1mrepetition_penalty[0m: 1.0
[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting [1mtop_p[0m: 0.95
[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting [1mmean_gen_len[0m: 128
[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting [1mmax_gen_len[0m: 512
[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting [1mshift_fill_factor[0m: 0.3
[2023-12-28 23:33:19] INFO gen_config.py:157: Dumping configuration file to: [1m/tmp/tmpxe445xtc/mlc-chat-config.json[0m
/home/cfruan/.conda/envs/mlc-source-311/bin/python -m mlc_chat convert_weight /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5 --quantization q4f16_1 --source-format auto --output /tmp/tmpxe445xtc
[2023-12-28 23:33:20] INFO auto_config.py:115: [92mFound[0m model configuration: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/config.json
[2023-12-28 23:33:20] INFO auto_device.py:76: [92mFound[0m device: cuda:0
[2023-12-28 23:33:20] INFO auto_device.py:76: [92mFound[0m device: cuda:1
[2023-12-28 23:33:20] INFO auto_device.py:85: [91mNot found[0m device: rocm:0
[2023-12-28 23:33:20] INFO auto_device.py:85: [91mNot found[0m device: metal:0
[2023-12-28 23:33:21] INFO auto_device.py:76: [92mFound[0m device: vulkan:0
[2023-12-28 23:33:21] INFO auto_device.py:76: [92mFound[0m device: vulkan:1
[2023-12-28 23:33:21] INFO auto_device.py:76: [92mFound[0m device: vulkan:2
[2023-12-28 23:33:21] INFO auto_device.py:85: [91mNot found[0m device: opencl:0
[2023-12-28 23:33:21] INFO auto_device.py:33: Using device: [1mcuda:0[0m
[2023-12-28 23:33:21] INFO auto_weight.py:70: Finding weights in: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5
[2023-12-28 23:33:21] INFO auto_weight.py:129: [92mFound[0m source weight format: huggingface-torch. Source configuration: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/pytorch_model.bin
[2023-12-28 23:33:21] INFO auto_weight.py:149: [91mNot found[0m Huggingface Safetensor
[2023-12-28 23:33:21] INFO auto_weight.py:106: Using source weight configuration: [1m/ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/pytorch_model.bin[0m. Use `--source` to override.
[2023-12-28 23:33:21] INFO auto_weight.py:110: Using source weight format: [1mhuggingface-torch[0m. Use `--source-format` to override.
[2023-12-28 23:33:21] INFO auto_config.py:151: [92mFound[0m model type: [1mphi-msft[0m. Use `--model-type` to override.
[2023-12-28 23:33:21] INFO phi_model.py:59: [1mcontext_window_size[0m not found in config.json. Falling back to n_positions (2048)
[2023-12-28 23:33:24] INFO huggingface_loader.py:169: Loading HF parameters from: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/pytorch_model.bin
[1mWeight conversion with arguments:[0m
[1m--config[0m /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/config.json
[1m--quantization[0m GroupQuantize(name='q4f16_1', kind='group-quant', group_size=32, quantize_dtype='int4', storage_dtype='uint32', model_dtype='float16', num_elem_per_storage=8, num_storage_per_group=4, max_int_value=7)
[1m--model-type[0m phi-msft
[1m--device[0m cuda:0
[1m--source[0m /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/pytorch_model.bin
[1m--source-format[0m huggingface-torch
[1m--output[0m /tmp/tmpxe445xtc
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[2023-12-28 23:33:29] INFO huggingface_loader.py:179: Unloading HF weight file: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/pytorch_model.bin
[2023-12-28 23:33:29] INFO stats.py:71: [92mTime usage[0m: HF loading: 1.868 sec; Pre-quantization mapping: 0.359 sec; Quantization: 2.522 sec
[2023-12-28 23:33:29] INFO stats.py:85: [92mRAM usage[0m: Peak RAM: 2.642 GB. Total bytes loaded from disk: 2.642 GB
[2023-12-28 23:33:29] INFO convert_weight.py:110: [92mParameter size[0m after quantization: 0.744 GB
[2023-12-28 23:33:29] INFO convert_weight.py:115: [92mTotal parameters[0m: 1,418,270,720
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[0292/0343] saving transformer.h.20.mlp.fc1.q_scale[2023-12-28 23:33:30] INFO convert_weight.py:132: Saved to directory: [1m/tmp/tmpxe445xtc[0m
[0293/0343] saving transformer.h.20.mlp.fc1.bias
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[0339/0343] saving lm_head.ln.weight
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[0341/0343] saving lm_head.linear.q_weight
[0342/0343] saving lm_head.linear.q_scale
[0343/0343] saving lm_head.linear.bias
All finished, 27 total shards committed, record saved to /tmp/tmpxe445xtc/ndarray-cache.json
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