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/opt/conda/envs/py310/bin/python -m mlc_llm gen_config /models/TinyLlama-1.1B-Chat-v1.0 --quantization q0f16 --conv-template chatml --output /models/mlc-delivery/hf/mlc-ai/TinyLlama-1.1B-Chat-v1.0-q0f16-MLC
[2024-06-04 20:08:25] INFO auto_config.py:116: [92mFound[0m model configuration: /models/TinyLlama-1.1B-Chat-v1.0/config.json
[2024-06-04 20:08:25] INFO auto_config.py:154: [92mFound[0m model type: [1mllama[0m. Use `--model-type` to override.
[2024-06-04 20:08:25] INFO llama_model.py:52: [1mcontext_window_size[0m not found in config.json. Falling back to [1mmax_position_embeddings[0m (2048)
[2024-06-04 20:08:25] INFO llama_model.py:72: [1mprefill_chunk_size[0m defaults to 2048
[2024-06-04 20:08:25] INFO config.py:107: Overriding [1mmax_batch_size[0m from 1 to 80
[2024-06-04 20:08:25] INFO gen_config.py:143: [generation_config.json] Setting [1mbos_token_id[0m: 1
[2024-06-04 20:08:25] INFO gen_config.py:143: [generation_config.json] Setting [1meos_token_id[0m: 2
[2024-06-04 20:08:25] INFO gen_config.py:143: [generation_config.json] Setting [1mpad_token_id[0m: 0
[2024-06-04 20:08:25] INFO gen_config.py:155: [92mFound[0m tokenizer config: /models/TinyLlama-1.1B-Chat-v1.0/tokenizer.model. Copying to [1m/models/mlc-delivery/hf/mlc-ai/TinyLlama-1.1B-Chat-v1.0-q0f16-MLC/tokenizer.model[0m
[2024-06-04 20:08:25] INFO gen_config.py:155: [92mFound[0m tokenizer config: /models/TinyLlama-1.1B-Chat-v1.0/tokenizer.json. Copying to [1m/models/mlc-delivery/hf/mlc-ai/TinyLlama-1.1B-Chat-v1.0-q0f16-MLC/tokenizer.json[0m
[2024-06-04 20:08:25] INFO gen_config.py:157: [91mNot found[0m tokenizer config: /models/TinyLlama-1.1B-Chat-v1.0/vocab.json
[2024-06-04 20:08:25] INFO gen_config.py:157: [91mNot found[0m tokenizer config: /models/TinyLlama-1.1B-Chat-v1.0/merges.txt
[2024-06-04 20:08:25] INFO gen_config.py:157: [91mNot found[0m tokenizer config: /models/TinyLlama-1.1B-Chat-v1.0/added_tokens.json
[2024-06-04 20:08:25] INFO gen_config.py:155: [92mFound[0m tokenizer config: /models/TinyLlama-1.1B-Chat-v1.0/tokenizer_config.json. Copying to [1m/models/mlc-delivery/hf/mlc-ai/TinyLlama-1.1B-Chat-v1.0-q0f16-MLC/tokenizer_config.json[0m
[2024-06-04 20:08:25] INFO gen_config.py:216: Detected tokenizer info: {'token_postproc_method': 'byte_fallback', 'prepend_space_in_encode': True, 'strip_space_in_decode': True}
[2024-06-04 20:08:25] INFO gen_config.py:32: [System default] Setting [1mtemperature[0m: 1.0
[2024-06-04 20:08:25] INFO gen_config.py:32: [System default] Setting [1mpresence_penalty[0m: 0.0
[2024-06-04 20:08:25] INFO gen_config.py:32: [System default] Setting [1mfrequency_penalty[0m: 0.0
[2024-06-04 20:08:25] INFO gen_config.py:32: [System default] Setting [1mrepetition_penalty[0m: 1.0
[2024-06-04 20:08:25] INFO gen_config.py:32: [System default] Setting [1mtop_p[0m: 1.0
[2024-06-04 20:08:25] INFO gen_config.py:223: Dumping configuration file to: [1m/models/mlc-delivery/hf/mlc-ai/TinyLlama-1.1B-Chat-v1.0-q0f16-MLC/mlc-chat-config.json[0m
/opt/conda/envs/py310/bin/python -m mlc_llm convert_weight /models/TinyLlama-1.1B-Chat-v1.0 --quantization q0f16 --output /models/mlc-delivery/hf/mlc-ai/TinyLlama-1.1B-Chat-v1.0-q0f16-MLC
[2024-06-04 20:08:27] INFO auto_config.py:116: [92mFound[0m model configuration: /models/TinyLlama-1.1B-Chat-v1.0/config.json
[2024-06-04 20:08:28] INFO auto_device.py:79: [92mFound[0m device: cuda:0
[2024-06-04 20:08:30] INFO auto_device.py:88: [91mNot found[0m device: rocm:0
[2024-06-04 20:08:31] INFO auto_device.py:88: [91mNot found[0m device: metal:0
[2024-06-04 20:08:33] INFO auto_device.py:79: [92mFound[0m device: vulkan:0
[2024-06-04 20:08:33] INFO auto_device.py:79: [92mFound[0m device: vulkan:1
[2024-06-04 20:08:33] INFO auto_device.py:79: [92mFound[0m device: vulkan:2
[2024-06-04 20:08:33] INFO auto_device.py:79: [92mFound[0m device: vulkan:3
[2024-06-04 20:08:34] INFO auto_device.py:88: [91mNot found[0m device: opencl:0
[2024-06-04 20:08:34] INFO auto_device.py:35: Using device: [1mcuda:0[0m
[2024-06-04 20:08:34] INFO auto_weight.py:71: Finding weights in: /models/TinyLlama-1.1B-Chat-v1.0
[2024-06-04 20:08:34] INFO auto_weight.py:137: [91mNot found[0m Huggingface PyTorch
[2024-06-04 20:08:34] INFO auto_weight.py:144: [92mFound[0m source weight format: huggingface-safetensor. Source configuration: /models/TinyLlama-1.1B-Chat-v1.0/model.safetensors.index.json
[2024-06-04 20:08:34] INFO auto_weight.py:107: Using source weight configuration: [1m/models/TinyLlama-1.1B-Chat-v1.0/model.safetensors.index.json[0m. Use `--source` to override.
[2024-06-04 20:08:34] INFO auto_weight.py:111: Using source weight format: [1mhuggingface-safetensor[0m. Use `--source-format` to override.
[2024-06-04 20:08:34] INFO auto_config.py:154: [92mFound[0m model type: [1mllama[0m. Use `--model-type` to override.
[2024-06-04 20:08:34] INFO llama_model.py:52: [1mcontext_window_size[0m not found in config.json. Falling back to [1mmax_position_embeddings[0m (2048)
[2024-06-04 20:08:34] INFO llama_model.py:72: [1mprefill_chunk_size[0m defaults to 2048
[1mWeight conversion with arguments:[0m
[1m--config[0m /models/TinyLlama-1.1B-Chat-v1.0/config.json
[1m--quantization[0m NoQuantize(name='q0f16', kind='no-quant', model_dtype='float16')
[1m--model-type[0m llama
[1m--device[0m cuda:0
[1m--source[0m /models/TinyLlama-1.1B-Chat-v1.0/model.safetensors.index.json
[1m--source-format[0m huggingface-safetensor
[1m--output[0m /models/mlc-delivery/hf/mlc-ai/TinyLlama-1.1B-Chat-v1.0-q0f16-MLC
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[2024-06-04 20:08:49] INFO huggingface_loader.py:197: Unloading HF weight file: /models/TinyLlama-1.1B-Chat-v1.0/model.safetensors
[2024-06-04 20:08:50] INFO stats.py:77: [92mTime usage[0m: HF loading: 3.678 sec; Pre-quantization mapping: 4.070 sec; Quantization: 0.000 sec
[2024-06-04 20:08:50] INFO stats.py:91: [92mRAM usage[0m: Peak RAM: 4.098 GB. Total bytes loaded from disk: 4.098 GB
[2024-06-04 20:08:50] INFO convert_weight.py:155: [92mParameter size[0m after quantization: 2.049 GB
[2024-06-04 20:08:50] INFO convert_weight.py:160: [92mTotal parameters[0m: 1,100,048,384
[2024-06-04 20:08:50] INFO convert_weight.py:161: [92mBits per parameter[0m: 16.000
[2024-06-04 20:08:50] INFO convert_weight.py:166: Saved to directory: [1m/models/mlc-delivery/hf/mlc-ai/TinyLlama-1.1B-Chat-v1.0-q0f16-MLC[0m
All finished, 58 total shards committed, record saved to /models/mlc-delivery/hf/mlc-ai/TinyLlama-1.1B-Chat-v1.0-q0f16-MLC/ndarray-cache.json
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