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/home/msyu/workspace/venv/bin/python -m mlc_llm gen_config /tmp/tmpy7oe9l51/repo --quantization q0f16 --conv-template phi-3 --output /tmp/tmpg82xy6xr
[2024-05-08 13:36:57] INFO auto_config.py:115: Found model configuration: /tmp/tmpy7oe9l51/repo/config.json
[2024-05-08 13:36:57] INFO auto_config.py:153: Found model type: phi3. Use `--model-type` to override.
[2024-05-08 13:36:57] INFO phi3_model.py:53: context_window_size not found in config.json. Falling back to max_position_embeddings (4096)
[2024-05-08 13:36:57] INFO phi3_model.py:68: prefill_chunk_size defaults to 2048
[2024-05-08 13:36:57] INFO config.py:106: Overriding max_batch_size from 1 to 80
[2024-05-08 13:36:57] INFO gen_config.py:255: [generation_config.json] Setting bos_token_id: 1
[2024-05-08 13:36:57] INFO gen_config.py:255: [generation_config.json] Setting eos_token_id: [32000, 32001, 32007]
[2024-05-08 13:36:57] INFO gen_config.py:255: [generation_config.json] Setting pad_token_id: 32000
[2024-05-08 13:36:57] INFO gen_config.py:267: Found tokenizer config: /tmp/tmpy7oe9l51/repo/tokenizer.model. Copying to /tmp/tmpg82xy6xr/tokenizer.model
[2024-05-08 13:36:57] INFO gen_config.py:267: Found tokenizer config: /tmp/tmpy7oe9l51/repo/tokenizer.json. Copying to /tmp/tmpg82xy6xr/tokenizer.json
[2024-05-08 13:36:57] INFO gen_config.py:269: Not found tokenizer config: /tmp/tmpy7oe9l51/repo/vocab.json
[2024-05-08 13:36:57] INFO gen_config.py:269: Not found tokenizer config: /tmp/tmpy7oe9l51/repo/merges.txt
[2024-05-08 13:36:57] INFO gen_config.py:267: Found tokenizer config: /tmp/tmpy7oe9l51/repo/added_tokens.json. Copying to /tmp/tmpg82xy6xr/added_tokens.json
[2024-05-08 13:36:57] INFO gen_config.py:267: Found tokenizer config: /tmp/tmpy7oe9l51/repo/tokenizer_config.json. Copying to /tmp/tmpg82xy6xr/tokenizer_config.json
[2024-05-08 13:36:57] INFO gen_config.py:80: [System default] Setting temperature: 0.7
[2024-05-08 13:36:57] INFO gen_config.py:80: [System default] Setting presence_penalty: 0.0
[2024-05-08 13:36:57] INFO gen_config.py:80: [System default] Setting frequency_penalty: 0.0
[2024-05-08 13:36:57] INFO gen_config.py:80: [System default] Setting repetition_penalty: 1.0
[2024-05-08 13:36:57] INFO gen_config.py:80: [System default] Setting top_p: 0.95
[2024-05-08 13:36:57] INFO gen_config.py:80: [System default] Setting mean_gen_len: 128
[2024-05-08 13:36:57] INFO gen_config.py:80: [System default] Setting max_gen_len: 512
[2024-05-08 13:36:57] INFO gen_config.py:80: [System default] Setting shift_fill_factor: 0.3
[2024-05-08 13:36:57] INFO gen_config.py:335: Dumping configuration file to: /tmp/tmpg82xy6xr/mlc-chat-config.json
/home/msyu/workspace/venv/bin/python -m mlc_llm convert_weight /tmp/tmpy7oe9l51/repo --quantization q0f16 --source-format auto --output /tmp/tmpg82xy6xr
[2024-05-08 13:36:58] INFO auto_config.py:115: Found model configuration: /tmp/tmpy7oe9l51/repo/config.json
[2024-05-08 13:36:59] INFO auto_device.py:79: Found device: cuda:0
[2024-05-08 13:36:59] INFO auto_device.py:88: Not found device: rocm:0
[2024-05-08 13:37:00] INFO auto_device.py:88: Not found device: metal:0
[2024-05-08 13:37:01] INFO auto_device.py:88: Not found device: vulkan:0
[2024-05-08 13:37:01] INFO auto_device.py:79: Found device: opencl:0
[2024-05-08 13:37:01] INFO auto_device.py:35: Using device: cuda:0
[2024-05-08 13:37:01] INFO auto_weight.py:70: Finding weights in: /tmp/tmpy7oe9l51/repo
[2024-05-08 13:37:01] INFO auto_weight.py:136: Not found Huggingface PyTorch
[2024-05-08 13:37:01] INFO auto_weight.py:143: Found source weight format: huggingface-safetensor. Source configuration: /tmp/tmpy7oe9l51/repo/model.safetensors.index.json
[2024-05-08 13:37:01] INFO auto_weight.py:106: Using source weight configuration: /tmp/tmpy7oe9l51/repo/model.safetensors.index.json. Use `--source` to override.
[2024-05-08 13:37:01] INFO auto_weight.py:110: Using source weight format: huggingface-safetensor. Use `--source-format` to override.
[2024-05-08 13:37:01] INFO auto_config.py:153: Found model type: phi3. Use `--model-type` to override.
[2024-05-08 13:37:01] INFO phi3_model.py:53: context_window_size not found in config.json. Falling back to max_position_embeddings (4096)
[2024-05-08 13:37:01] INFO phi3_model.py:68: prefill_chunk_size defaults to 2048
Weight conversion with arguments:
--config /tmp/tmpy7oe9l51/repo/config.json
--quantization NoQuantize(name='q0f16', kind='no-quant', model_dtype='float16')
--model-type phi3
--device cuda:0
--source /tmp/tmpy7oe9l51/repo/model.safetensors.index.json
--source-format huggingface-safetensor
--output /tmp/tmpg82xy6xr
Start storing to cache /tmp/tmpg82xy6xr
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59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 116/195 [00:14<00:08, 9.34it/s] [2024-05-08 13:37:17] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.16.mlp.down_proj.weight", shape: (3072, 8192), dtype: float16
59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 116/195 [00:14<00:08, 9.34it/s] 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 118/195 [00:14<00:07, 10.43it/s] [2024-05-08 13:37:17] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.16.mlp.gate_up_proj.weight", shape: (16384, 3072), dtype: float16
61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 118/195 [00:14<00:07, 10.43it/s] [2024-05-08 13:37:17] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.16.post_attention_layernorm.weight", shape: (3072,), dtype: float16
61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 118/195 [00:14<00:07, 10.43it/s] 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 120/195 [00:14<00:08, 9.16it/s] [2024-05-08 13:37:17] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.16.mixer.out_proj.weight", shape: (3072, 3072), dtype: float16
62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 120/195 [00:14<00:08, 9.16it/s] [2024-05-08 13:37:17] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.16.mixer.qkv_proj.weight", shape: (9216, 3072), dtype: float16
62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 120/195 [00:14<00:08, 9.16it/s] 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 122/195 [00:14<00:07, 9.34it/s] [2024-05-08 13:37:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.17.ln.weight", shape: (3072,), dtype: float16
63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 122/195 [00:14<00:07, 9.34it/s] [2024-05-08 13:37:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.17.mlp.down_proj.weight", shape: (3072, 8192), dtype: float16
63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 122/195 [00:15<00:07, 9.34it/s] 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 124/195 [00:15<00:06, 10.42it/s] [2024-05-08 13:37:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.17.mlp.gate_up_proj.weight", shape: (16384, 3072), dtype: float16
64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 124/195 [00:15<00:06, 10.42it/s] [2024-05-08 13:37:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.17.post_attention_layernorm.weight", shape: (3072,), dtype: float16
64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 124/195 [00:15<00:06, 10.42it/s] 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 126/195 [00:15<00:07, 9.16it/s] [2024-05-08 13:37:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.17.mixer.out_proj.weight", shape: (3072, 3072), dtype: float16
65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 126/195 [00:15<00:07, 9.16it/s] [2024-05-08 13:37:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.17.mixer.qkv_proj.weight", shape: (9216, 3072), dtype: float16
65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 126/195 [00:15<00:07, 9.16it/s] 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 128/195 [00:15<00:07, 9.34it/s] [2024-05-08 13:37:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.18.ln.weight", shape: (3072,), dtype: float16
66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 128/195 [00:15<00:07, 9.34it/s] [2024-05-08 13:37:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.18.mlp.down_proj.weight", shape: (3072, 8192), dtype: float16
66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 128/195 [00:15<00:07, 9.34it/s] 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 130/195 [00:15<00:06, 10.43it/s] [2024-05-08 13:37:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.18.mlp.gate_up_proj.weight", shape: (16384, 3072), dtype: float16
67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 130/195 [00:15<00:06, 10.43it/s] [2024-05-08 13:37:19] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.18.post_attention_layernorm.weight", shape: (3072,), dtype: float16
67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 130/195 [00:16<00:06, 10.43it/s] 68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 132/195 [00:16<00:06, 9.16it/s] [2024-05-08 13:37:19] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.18.mixer.out_proj.weight", shape: (3072, 3072), dtype: float16
68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 132/195 [00:16<00:06, 9.16it/s] [2024-05-08 13:37:19] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.18.mixer.qkv_proj.weight", shape: (9216, 3072), dtype: float16
68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 132/195 [00:16<00:06, 9.16it/s] 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 134/195 [00:16<00:06, 9.33it/s] [2024-05-08 13:37:19] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.19.ln.weight", shape: (3072,), dtype: float16
69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 134/195 [00:16<00:06, 9.33it/s] [2024-05-08 13:37:19] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.19.mlp.down_proj.weight", shape: (3072, 8192), dtype: float16
69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 134/195 [00:16<00:06, 9.33it/s] 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 136/195 [00:16<00:05, 10.42it/s] [2024-05-08 13:37:19] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.19.mlp.gate_up_proj.weight", shape: (16384, 3072), dtype: float16
70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 136/195 [00:16<00:05, 10.42it/s] [2024-05-08 13:37:19] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.19.post_attention_layernorm.weight", shape: (3072,), dtype: float16
70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 136/195 [00:16<00:05, 10.42it/s] 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 138/195 [00:16<00:06, 9.16it/s] [2024-05-08 13:37:19] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.19.mixer.out_proj.weight", shape: (3072, 3072), dtype: float16
71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 138/195 [00:16<00:06, 9.16it/s] [2024-05-08 13:37:19] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.19.mixer.qkv_proj.weight", shape: (9216, 3072), dtype: float16
71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 138/195 [00:16<00:06, 9.16it/s] 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 140/195 [00:16<00:05, 9.34it/s] [2024-05-08 13:37:19] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.2.ln.weight", shape: (3072,), dtype: float16
72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 140/195 [00:16<00:05, 9.34it/s] [2024-05-08 13:37:19] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.2.mlp.down_proj.weight", shape: (3072, 8192), dtype: float16
72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 140/195 [00:16<00:05, 9.34it/s] 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 142/195 [00:16<00:05, 10.42it/s] [2024-05-08 13:37:20] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.2.mlp.gate_up_proj.weight", shape: (16384, 3072), dtype: float16
73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 142/195 [00:17<00:05, 10.42it/s] [2024-05-08 13:37:20] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.2.post_attention_layernorm.weight", shape: (3072,), dtype: float16
73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 142/195 [00:17<00:05, 10.42it/s] 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 144/195 [00:17<00:05, 9.16it/s] [2024-05-08 13:37:20] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.2.mixer.out_proj.weight", shape: (3072, 3072), dtype: float16
74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 144/195 [00:17<00:05, 9.16it/s] [2024-05-08 13:37:20] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.2.mixer.qkv_proj.weight", shape: (9216, 3072), dtype: float16
74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 144/195 [00:17<00:05, 9.16it/s] 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 146/195 [00:17<00:05, 9.34it/s] [2024-05-08 13:37:20] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.20.ln.weight", shape: (3072,), dtype: float16
75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 146/195 [00:17<00:05, 9.34it/s] [2024-05-08 13:37:20] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.20.mlp.down_proj.weight", shape: (3072, 8192), dtype: float16
75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 146/195 [00:17<00:05, 9.34it/s] 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 148/195 [00:17<00:04, 10.42it/s] [2024-05-08 13:37:20] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.20.mlp.gate_up_proj.weight", shape: (16384, 3072), dtype: float16
76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 148/195 [00:17<00:04, 10.42it/s] [2024-05-08 13:37:20] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.20.post_attention_layernorm.weight", shape: (3072,), dtype: float16
76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 148/195 [00:17<00:04, 10.42it/s] 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 150/195 [00:17<00:04, 9.16it/s] [2024-05-08 13:37:20] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.20.mixer.out_proj.weight", shape: (3072, 3072), dtype: float16
77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 150/195 [00:17<00:04, 9.16it/s] [2024-05-08 13:37:21] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.20.mixer.qkv_proj.weight", shape: (9216, 3072), dtype: float16
77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 150/195 [00:17<00:04, 9.16it/s] 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 152/195 [00:18<00:04, 9.33it/s] [2024-05-08 13:37:21] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.21.mixer.out_proj.weight", shape: (3072, 3072), dtype: float16
78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 152/195 [00:18<00:04, 9.33it/s] [2024-05-08 13:37:21] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.3.ln.weight", shape: (3072,), dtype: float16
78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 152/195 [00:18<00:04, 9.33it/s] [2024-05-08 13:37:21] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.3.mlp.down_proj.weight", shape: (3072, 8192), dtype: float16
78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 152/195 [00:18<00:04, 9.33it/s] 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 155/195 [00:18<00:03, 11.11it/s] [2024-05-08 13:37:21] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.3.mlp.gate_up_proj.weight", shape: (16384, 3072), dtype: float16
79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 155/195 [00:18<00:03, 11.11it/s] [2024-05-08 13:37:21] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.3.post_attention_layernorm.weight", shape: (3072,), dtype: float16
79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 155/195 [00:18<00:03, 11.11it/s] 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 157/195 [00:18<00:03, 9.65it/s] [2024-05-08 13:37:21] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.3.mixer.out_proj.weight", shape: (3072, 3072), dtype: float16
81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 157/195 [00:18<00:03, 9.65it/s] [2024-05-08 13:37:21] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.3.mixer.qkv_proj.weight", shape: (9216, 3072), dtype: float16
81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 157/195 [00:18<00:03, 9.65it/s] 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 159/195 [00:18<00:03, 9.70it/s] [2024-05-08 13:37:21] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.4.ln.weight", shape: (3072,), dtype: float16
82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 159/195 [00:18<00:03, 9.70it/s] [2024-05-08 13:37:21] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.4.mlp.down_proj.weight", shape: (3072, 8192), dtype: float16
82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 159/195 [00:18<00:03, 9.70it/s] 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 161/195 [00:18<00:03, 10.67it/s] [2024-05-08 13:37:22] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.4.mlp.gate_up_proj.weight", shape: (16384, 3072), dtype: float16
83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 161/195 [00:18<00:03, 10.67it/s] [2024-05-08 13:37:22] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.4.post_attention_layernorm.weight", shape: (3072,), dtype: float16
83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 161/195 [00:19<00:03, 10.67it/s] 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 163/195 [00:19<00:03, 9.33it/s] [2024-05-08 13:37:22] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.4.mixer.out_proj.weight", shape: (3072, 3072), dtype: float16
84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 163/195 [00:19<00:03, 9.33it/s] [2024-05-08 13:37:22] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.4.mixer.qkv_proj.weight", shape: (9216, 3072), dtype: float16
84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 163/195 [00:19<00:03, 9.33it/s] 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 165/195 [00:19<00:03, 9.46it/s] [2024-05-08 13:37:22] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.5.ln.weight", shape: (3072,), dtype: float16
85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 165/195 [00:19<00:03, 9.46it/s] [2024-05-08 13:37:22] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.5.mlp.down_proj.weight", shape: (3072, 8192), dtype: float16
85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 165/195 [00:19<00:03, 9.46it/s] 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 167/195 [00:19<00:02, 10.51it/s] [2024-05-08 13:37:22] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.5.mlp.gate_up_proj.weight", shape: (16384, 3072), dtype: float16
86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 167/195 [00:19<00:02, 10.51it/s] [2024-05-08 13:37:22] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.5.post_attention_layernorm.weight", shape: (3072,), dtype: float16
86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 167/195 [00:19<00:02, 10.51it/s] 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 169/195 [00:19<00:02, 9.22it/s] [2024-05-08 13:37:22] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.5.mixer.out_proj.weight", shape: (3072, 3072), dtype: float16
87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 169/195 [00:19<00:02, 9.22it/s] [2024-05-08 13:37:22] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.5.mixer.qkv_proj.weight", shape: (9216, 3072), dtype: float16
87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 169/195 [00:19<00:02, 9.22it/s] 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 171/195 [00:20<00:02, 9.38it/s] [2024-05-08 13:37:23] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.6.ln.weight", shape: (3072,), dtype: float16
88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 171/195 [00:20<00:02, 9.38it/s] [2024-05-08 13:37:23] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.6.mlp.down_proj.weight", shape: (3072, 8192), dtype: float16
88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 171/195 [00:20<00:02, 9.38it/s] 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 173/195 [00:20<00:02, 10.44it/s] [2024-05-08 13:37:23] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.6.mlp.gate_up_proj.weight", shape: (16384, 3072), dtype: float16
89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 173/195 [00:20<00:02, 10.44it/s] [2024-05-08 13:37:23] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.6.post_attention_layernorm.weight", shape: (3072,), dtype: float16
89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 173/195 [00:20<00:02, 10.44it/s] 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 175/195 [00:20<00:02, 9.17it/s] [2024-05-08 13:37:23] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.6.mixer.out_proj.weight", shape: (3072, 3072), dtype: float16
90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 175/195 [00:20<00:02, 9.17it/s] [2024-05-08 13:37:23] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.6.mixer.qkv_proj.weight", shape: (9216, 3072), dtype: float16
90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 175/195 [00:20<00:02, 9.17it/s] 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 177/195 [00:20<00:01, 9.34it/s] [2024-05-08 13:37:23] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.7.ln.weight", shape: (3072,), dtype: float16
91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 177/195 [00:20<00:01, 9.34it/s] [2024-05-08 13:37:23] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.7.mlp.down_proj.weight", shape: (3072, 8192), dtype: float16
91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 177/195 [00:20<00:01, 9.34it/s] 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 179/195 [00:20<00:01, 10.42it/s] [2024-05-08 13:37:23] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.7.mlp.gate_up_proj.weight", shape: (16384, 3072), dtype: float16
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92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 179/195 [00:21<00:01, 10.42it/s] 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 181/195 [00:21<00:01, 9.15it/s] [2024-05-08 13:37:24] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.7.mixer.out_proj.weight", shape: (3072, 3072), dtype: float16
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93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 181/195 [00:21<00:01, 9.15it/s] 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 183/195 [00:21<00:01, 9.33it/s] [2024-05-08 13:37:24] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.8.ln.weight", shape: (3072,), dtype: float16
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94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 183/195 [00:21<00:01, 9.33it/s] 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 185/195 [00:21<00:00, 10.41it/s] [2024-05-08 13:37:24] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.8.mlp.gate_up_proj.weight", shape: (16384, 3072), dtype: float16
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96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 187/195 [00:21<00:00, 9.14it/s] [2024-05-08 13:37:24] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.8.mixer.qkv_proj.weight", shape: (9216, 3072), dtype: float16
96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 187/195 [00:21<00:00, 9.14it/s] 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 189/195 [00:21<00:00, 9.33it/s] [2024-05-08 13:37:24] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.9.ln.weight", shape: (3072,), dtype: float16
97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 189/195 [00:21<00:00, 9.33it/s] [2024-05-08 13:37:24] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.9.mlp.down_proj.weight", shape: (3072, 8192), dtype: float16
97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 189/195 [00:21<00:00, 9.33it/s] 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 191/195 [00:22<00:00, 10.40it/s] [2024-05-08 13:37:25] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.9.mlp.gate_up_proj.weight", shape: (16384, 3072), dtype: float16
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98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 191/195 [00:22<00:00, 10.40it/s] 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 193/195 [00:22<00:00, 9.13it/s] [2024-05-08 13:37:25] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.9.mixer.out_proj.weight", shape: (3072, 3072), dtype: float16
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[2024-05-08 13:37:25] INFO huggingface_loader.py:196: Unloading HF weight file: /tmp/tmpy7oe9l51/repo/model-00001-of-00002.safetensors
[2024-05-08 13:37:25] INFO stats.py:76: Time usage: HF loading: 1.450 sec; Pre-quantization mapping: 5.723 sec; Quantization: 0.000 sec
[2024-05-08 13:37:25] INFO stats.py:90: RAM usage: Peak RAM: 9.262 GB. Total bytes loaded from disk: 14.235 GB
[2024-05-08 13:37:25] INFO convert_weight.py:155: Parameter size after quantization: 7.117 GB
[2024-05-08 13:37:25] INFO convert_weight.py:160: Total parameters: 3,821,079,552
[2024-05-08 13:37:25] INFO convert_weight.py:161: Bits per parameter: 16.000
[2024-05-08 13:37:25] INFO convert_weight.py:166: Saved to directory: /tmp/tmpg82xy6xr
All finished, 130 total shards committed, record saved to /tmp/tmpg82xy6xr/ndarray-cache.json