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/Users/cfruan/miniconda3/envs/mlc-chat-venv/bin/python -m mlc_llm gen_config /Users/Shared/models/Meta-Llama-3.1-70B-Instruct --quantization q0f16 --conv-template llama-3_1 --output local_dir/Llama-3.1-70B-Instruct-q0f16-MLC
[2024-07-23 17:43:51] INFO auto_config.py:116: [92mFound[0m model configuration: /Users/Shared/models/Meta-Llama-3.1-70B-Instruct/config.json
[2024-07-23 17:43:51] INFO auto_config.py:154: [92mFound[0m model type: [1mllama[0m. Use `--model-type` to override.
[2024-07-23 17:43:51] INFO llama_model.py:62: [1mcontext_window_size[0m not found in config.json. Falling back to [1mmax_position_embeddings[0m (131072)
[2024-07-23 17:43:51] INFO llama_model.py:82: [1mprefill_chunk_size[0m defaults to 2048
[2024-07-23 17:43:51] INFO config.py:107: Overriding [1mmax_batch_size[0m from 1 to 80
[2024-07-23 17:43:51] INFO gen_config.py:144: [generation_config.json] Setting [1mbos_token_id[0m: 128000
[2024-07-23 17:43:51] INFO gen_config.py:144: [generation_config.json] Setting [1meos_token_id[0m: [128001, 128008, 128009]
[2024-07-23 17:43:51] INFO gen_config.py:144: [generation_config.json] Setting [1mtemperature[0m: 0.6
[2024-07-23 17:43:51] INFO gen_config.py:144: [generation_config.json] Setting [1mtop_p[0m: 0.9
[2024-07-23 17:43:51] INFO gen_config.py:158: [91mNot found[0m tokenizer config: /Users/Shared/models/Meta-Llama-3.1-70B-Instruct/tokenizer.model
[2024-07-23 17:43:51] INFO gen_config.py:156: [92mFound[0m tokenizer config: /Users/Shared/models/Meta-Llama-3.1-70B-Instruct/tokenizer.json. Copying to [1mlocal_dir/Llama-3.1-70B-Instruct-q0f16-MLC/tokenizer.json[0m
[2024-07-23 17:43:51] INFO gen_config.py:158: [91mNot found[0m tokenizer config: /Users/Shared/models/Meta-Llama-3.1-70B-Instruct/vocab.json
[2024-07-23 17:43:51] INFO gen_config.py:158: [91mNot found[0m tokenizer config: /Users/Shared/models/Meta-Llama-3.1-70B-Instruct/merges.txt
[2024-07-23 17:43:51] INFO gen_config.py:158: [91mNot found[0m tokenizer config: /Users/Shared/models/Meta-Llama-3.1-70B-Instruct/added_tokens.json
[2024-07-23 17:43:51] INFO gen_config.py:156: [92mFound[0m tokenizer config: /Users/Shared/models/Meta-Llama-3.1-70B-Instruct/tokenizer_config.json. Copying to [1mlocal_dir/Llama-3.1-70B-Instruct-q0f16-MLC/tokenizer_config.json[0m
[2024-07-23 17:43:51] INFO gen_config.py:217: Detected tokenizer info: {'token_postproc_method': 'byte_level', 'prepend_space_in_encode': False, 'strip_space_in_decode': False}
[2024-07-23 17:43:51] INFO gen_config.py:32: [System default] Setting [1mpad_token_id[0m: 0
[2024-07-23 17:43:51] INFO gen_config.py:32: [System default] Setting [1mpresence_penalty[0m: 0.0
[2024-07-23 17:43:51] INFO gen_config.py:32: [System default] Setting [1mfrequency_penalty[0m: 0.0
[2024-07-23 17:43:51] INFO gen_config.py:32: [System default] Setting [1mrepetition_penalty[0m: 1.0
[2024-07-23 17:43:51] INFO gen_config.py:245: Dumping configuration file to: [1mlocal_dir/Llama-3.1-70B-Instruct-q0f16-MLC/mlc-chat-config.json[0m
/Users/cfruan/miniconda3/envs/mlc-chat-venv/bin/python -m mlc_llm convert_weight /Users/Shared/models/Meta-Llama-3.1-70B-Instruct --quantization q0f16 --output local_dir/Llama-3.1-70B-Instruct-q0f16-MLC
[2024-07-23 17:43:52] INFO auto_config.py:116: [92mFound[0m model configuration: /Users/Shared/models/Meta-Llama-3.1-70B-Instruct/config.json
[2024-07-23 17:43:52] INFO auto_device.py:88: [91mNot found[0m device: cuda:0
[2024-07-23 17:43:53] INFO auto_device.py:88: [91mNot found[0m device: rocm:0
[2024-07-23 17:43:54] INFO auto_device.py:79: [92mFound[0m device: metal:0
[2024-07-23 17:43:55] INFO auto_device.py:88: [91mNot found[0m device: vulkan:0
[2024-07-23 17:43:55] INFO auto_device.py:88: [91mNot found[0m device: opencl:0
[2024-07-23 17:43:55] INFO auto_device.py:35: Using device: [1mmetal:0[0m
[2024-07-23 17:43:55] INFO auto_weight.py:71: Finding weights in: /Users/Shared/models/Meta-Llama-3.1-70B-Instruct
[2024-07-23 17:43:55] INFO auto_weight.py:137: [91mNot found[0m Huggingface PyTorch
[2024-07-23 17:43:55] INFO auto_weight.py:144: [92mFound[0m source weight format: huggingface-safetensor. Source configuration: /Users/Shared/models/Meta-Llama-3.1-70B-Instruct/model.safetensors.index.json
[2024-07-23 17:43:55] INFO auto_weight.py:107: Using source weight configuration: [1m/Users/Shared/models/Meta-Llama-3.1-70B-Instruct/model.safetensors.index.json[0m. Use `--source` to override.
[2024-07-23 17:43:55] INFO auto_weight.py:111: Using source weight format: [1mhuggingface-safetensor[0m. Use `--source-format` to override.
[2024-07-23 17:43:55] INFO auto_config.py:154: [92mFound[0m model type: [1mllama[0m. Use `--model-type` to override.
[2024-07-23 17:43:55] INFO llama_model.py:62: [1mcontext_window_size[0m not found in config.json. Falling back to [1mmax_position_embeddings[0m (131072)
[2024-07-23 17:43:55] INFO llama_model.py:82: [1mprefill_chunk_size[0m defaults to 2048
[1mWeight conversion with arguments:[0m
[1m--config[0m /Users/Shared/models/Meta-Llama-3.1-70B-Instruct/config.json
[1m--quantization[0m NoQuantize(name='q0f16', kind='no-quant', model_dtype='float16')
[1m--model-type[0m llama
[1m--device[0m metal:0
[1m--source[0m /Users/Shared/models/Meta-Llama-3.1-70B-Instruct/model.safetensors.index.json
[1m--source-format[0m huggingface-safetensor
[1m--output[0m local_dir/Llama-3.1-70B-Instruct-q0f16-MLC
Start storing to cache local_dir/Llama-3.1-70B-Instruct-q0f16-MLC
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[2024-07-23 17:53:24] INFO stats.py:77: [92mTime usage[0m: HF loading: 82.243 sec; Pre-quantization mapping: 178.396 sec; Quantization: 0.000 sec
[2024-07-23 17:53:24] INFO stats.py:91: [92mRAM usage[0m: Peak RAM: 17.375 GB. Total bytes loaded from disk: 271.521 GB
[2024-07-23 17:53:24] INFO convert_weight.py:155: [92mParameter size[0m after quantization: 131.417 GB
[2024-07-23 17:53:24] INFO convert_weight.py:160: [92mTotal parameters[0m: 72,885,788,672
[2024-07-23 17:53:24] INFO convert_weight.py:161: [92mBits per parameter[0m: 15.488
[2024-07-23 17:53:24] INFO convert_weight.py:166: Saved to directory: [1mlocal_dir/Llama-3.1-70B-Instruct-q0f16-MLC[0m
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