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/opt/conda/envs/py310/bin/python -m mlc_llm gen_config /models/Hermes-2-Pro-Llama-3-8B --quantization q0f16 --conv-template llama-3 --output /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC
[2024-06-04 03:23:40] INFO auto_config.py:116: Found model configuration: /models/Hermes-2-Pro-Llama-3-8B/config.json
[2024-06-04 03:23:40] INFO auto_config.py:154: Found model type: llama. Use `--model-type` to override.
[2024-06-04 03:23:40] INFO llama_model.py:52: context_window_size not found in config.json. Falling back to max_position_embeddings (8192)
[2024-06-04 03:23:40] INFO llama_model.py:72: prefill_chunk_size defaults to 2048
[2024-06-04 03:23:40] INFO config.py:107: Overriding max_batch_size from 1 to 80
[2024-06-04 03:23:40] INFO gen_config.py:143: [generation_config.json] Setting bos_token_id: 128000
[2024-06-04 03:23:40] INFO gen_config.py:143: [generation_config.json] Setting eos_token_id: 128003
[2024-06-04 03:23:40] INFO gen_config.py:157: Not found tokenizer config: /models/Hermes-2-Pro-Llama-3-8B/tokenizer.model
[2024-06-04 03:23:40] INFO gen_config.py:155: Found tokenizer config: /models/Hermes-2-Pro-Llama-3-8B/tokenizer.json. Copying to /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC/tokenizer.json
[2024-06-04 03:23:40] INFO gen_config.py:157: Not found tokenizer config: /models/Hermes-2-Pro-Llama-3-8B/vocab.json
[2024-06-04 03:23:40] INFO gen_config.py:157: Not found tokenizer config: /models/Hermes-2-Pro-Llama-3-8B/merges.txt
[2024-06-04 03:23:40] INFO gen_config.py:157: Not found tokenizer config: /models/Hermes-2-Pro-Llama-3-8B/added_tokens.json
[2024-06-04 03:23:40] INFO gen_config.py:155: Found tokenizer config: /models/Hermes-2-Pro-Llama-3-8B/tokenizer_config.json. Copying to /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC/tokenizer_config.json
[2024-06-04 03:23:40] INFO gen_config.py:216: Detected tokenizer info: {'token_postproc_method': 'byte_level', 'prepend_space_in_encode': False, 'strip_space_in_decode': False}
[2024-06-04 03:23:40] INFO gen_config.py:32: [System default] Setting pad_token_id: 0
[2024-06-04 03:23:40] INFO gen_config.py:32: [System default] Setting temperature: 1.0
[2024-06-04 03:23:40] INFO gen_config.py:32: [System default] Setting presence_penalty: 0.0
[2024-06-04 03:23:40] INFO gen_config.py:32: [System default] Setting frequency_penalty: 0.0
[2024-06-04 03:23:40] INFO gen_config.py:32: [System default] Setting repetition_penalty: 1.0
[2024-06-04 03:23:40] INFO gen_config.py:32: [System default] Setting top_p: 1.0
[2024-06-04 03:23:40] INFO gen_config.py:32: [System default] Setting mean_gen_len: 128
[2024-06-04 03:23:40] INFO gen_config.py:32: [System default] Setting max_gen_len: 512
[2024-06-04 03:23:40] INFO gen_config.py:32: [System default] Setting shift_fill_factor: 0.3
[2024-06-04 03:23:40] INFO gen_config.py:223: Dumping configuration file to: /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC/mlc-chat-config.json
/opt/conda/envs/py310/bin/python -m mlc_llm convert_weight /models/Hermes-2-Pro-Llama-3-8B --quantization q0f16 --output /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC
[2024-06-04 03:23:41] INFO auto_config.py:116: Found model configuration: /models/Hermes-2-Pro-Llama-3-8B/config.json
[2024-06-04 03:23:43] INFO auto_device.py:79: Found device: cuda:0
[2024-06-04 03:23:44] INFO auto_device.py:88: Not found device: rocm:0
[2024-06-04 03:23:45] INFO auto_device.py:88: Not found device: metal:0
[2024-06-04 03:23:47] INFO auto_device.py:79: Found device: vulkan:0
[2024-06-04 03:23:47] INFO auto_device.py:79: Found device: vulkan:1
[2024-06-04 03:23:47] INFO auto_device.py:79: Found device: vulkan:2
[2024-06-04 03:23:47] INFO auto_device.py:79: Found device: vulkan:3
[2024-06-04 03:23:48] INFO auto_device.py:88: Not found device: opencl:0
[2024-06-04 03:23:48] INFO auto_device.py:35: Using device: cuda:0
[2024-06-04 03:23:48] INFO auto_weight.py:71: Finding weights in: /models/Hermes-2-Pro-Llama-3-8B
[2024-06-04 03:23:48] INFO auto_weight.py:137: Not found Huggingface PyTorch
[2024-06-04 03:23:48] INFO auto_weight.py:144: Found source weight format: huggingface-safetensor. Source configuration: /models/Hermes-2-Pro-Llama-3-8B/model.safetensors.index.json
[2024-06-04 03:23:48] INFO auto_weight.py:107: Using source weight configuration: /models/Hermes-2-Pro-Llama-3-8B/model.safetensors.index.json. Use `--source` to override.
[2024-06-04 03:23:48] INFO auto_weight.py:111: Using source weight format: huggingface-safetensor. Use `--source-format` to override.
[2024-06-04 03:23:48] INFO auto_config.py:154: Found model type: llama. Use `--model-type` to override.
[2024-06-04 03:23:48] INFO llama_model.py:52: context_window_size not found in config.json. Falling back to max_position_embeddings (8192)
[2024-06-04 03:23:48] INFO llama_model.py:72: prefill_chunk_size defaults to 2048
Weight conversion with arguments:
--config /models/Hermes-2-Pro-Llama-3-8B/config.json
--quantization NoQuantize(name='q0f16', kind='no-quant', model_dtype='float16')
--model-type llama
--device cuda:0
--source /models/Hermes-2-Pro-Llama-3-8B/model.safetensors.index.json
--source-format huggingface-safetensor
--output /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC
Start storing to cache /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC
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55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 107/195 [00:43<00:29, 2.96it/s] 55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 108/195 [00:44<00:25, 3.47it/s] [2024-06-04 03:24:34] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.18.input_layernorm.weight", shape: (4096,), dtype: float16
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55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 108/195 [00:44<00:25, 3.47it/s] 56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 110/195 [00:44<00:20, 4.09it/s] [2024-06-04 03:24:35] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.18.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 110/195 [00:44<00:20, 4.09it/s] 57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 111/195 [00:45<00:37, 2.25it/s] [2024-06-04 03:24:36] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.18.post_attention_layernorm.weight", shape: (4096,), dtype: float16
57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 111/195 [00:45<00:37, 2.25it/s] [2024-06-04 03:24:36] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.18.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 111/195 [00:45<00:37, 2.25it/s] 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 113/195 [00:45<00:25, 3.22it/s] [2024-06-04 03:24:36] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.18.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 113/195 [00:45<00:25, 3.22it/s] 58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 114/195 [00:45<00:21, 3.75it/s] [2024-06-04 03:24:36] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.19.input_layernorm.weight", shape: (4096,), dtype: float16
58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 114/195 [00:45<00:21, 3.75it/s] [2024-06-04 03:24:36] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.19.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 114/195 [00:45<00:21, 3.75it/s] 59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 116/195 [00:46<00:18, 4.33it/s] [2024-06-04 03:24:37] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.19.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 116/195 [00:46<00:18, 4.33it/s] 60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 117/195 [00:47<00:35, 2.22it/s] [2024-06-04 03:24:38] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.19.post_attention_layernorm.weight", shape: (4096,), dtype: float16
60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 117/195 [00:47<00:35, 2.22it/s] [2024-06-04 03:24:38] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.19.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 117/195 [00:47<00:35, 2.22it/s] 61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 119/195 [00:47<00:23, 3.18it/s] [2024-06-04 03:24:38] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.19.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 119/195 [00:47<00:23, 3.18it/s] 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 120/195 [00:47<00:20, 3.70it/s] [2024-06-04 03:24:38] INFO huggingface_loader.py:185: Loading HF parameters from: /models/Hermes-2-Pro-Llama-3-8B/model-00003-of-00004.safetensors
62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 120/195 [00:47<00:20, 3.70it/s] [2024-06-04 03:24:39] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 120/195 [00:48<00:20, 3.70it/s] 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 121/195 [00:48<00:32, 2.26it/s] [2024-06-04 03:24:39] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 121/195 [00:48<00:32, 2.26it/s] 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 122/195 [00:49<00:29, 2.49it/s] [2024-06-04 03:24:39] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 122/195 [00:49<00:29, 2.49it/s] 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 123/195 [00:49<00:23, 3.10it/s] [2024-06-04 03:24:40] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.input_layernorm.weight", shape: (4096,), dtype: float16
63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 123/195 [00:49<00:23, 3.10it/s] [2024-06-04 03:24:40] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 123/195 [00:49<00:23, 3.10it/s] 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 125/195 [00:49<00:18, 3.88it/s] [2024-06-04 03:24:41] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 125/195 [00:50<00:18, 3.88it/s] 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 126/195 [00:50<00:33, 2.07it/s] [2024-06-04 03:24:41] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.post_attention_layernorm.weight", shape: (4096,), dtype: float16
65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 126/195 [00:50<00:33, 2.07it/s] [2024-06-04 03:24:41] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 126/195 [00:50<00:33, 2.07it/s] 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 128/195 [00:50<00:21, 3.08it/s] [2024-06-04 03:24:41] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 128/195 [00:50<00:21, 3.08it/s] 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 129/195 [00:51<00:18, 3.63it/s] [2024-06-04 03:24:41] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.input_layernorm.weight", shape: (4096,), dtype: float16
66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 129/195 [00:51<00:18, 3.63it/s] [2024-06-04 03:24:41] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 129/195 [00:51<00:18, 3.63it/s] 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 131/195 [00:51<00:15, 4.25it/s] [2024-06-04 03:24:42] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.post_attention_layernorm.weight", shape: (4096,), dtype: float16
67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 131/195 [00:51<00:15, 4.25it/s] [2024-06-04 03:24:42] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.input_layernorm.weight", shape: (4096,), dtype: float16
67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 131/195 [00:51<00:15, 4.25it/s] [2024-06-04 03:24:42] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 131/195 [00:51<00:15, 4.25it/s] 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 134/195 [00:51<00:11, 5.46it/s] [2024-06-04 03:24:43] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 134/195 [00:52<00:11, 5.46it/s] 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 135/195 [00:53<00:24, 2.41it/s] [2024-06-04 03:24:44] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.post_attention_layernorm.weight", shape: (4096,), dtype: float16
69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 135/195 [00:53<00:24, 2.41it/s] [2024-06-04 03:24:44] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 135/195 [00:53<00:24, 2.41it/s] 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 137/195 [00:53<00:17, 3.27it/s] [2024-06-04 03:24:44] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 137/195 [00:53<00:17, 3.27it/s] 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 138/195 [00:53<00:15, 3.75it/s] [2024-06-04 03:24:44] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.input_layernorm.weight", shape: (4096,), dtype: float16
71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 138/195 [00:53<00:15, 3.75it/s] [2024-06-04 03:24:44] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 138/195 [00:53<00:15, 3.75it/s] 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 140/195 [00:53<00:12, 4.30it/s] [2024-06-04 03:24:45] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 140/195 [00:54<00:12, 4.30it/s] 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 141/195 [00:55<00:23, 2.25it/s] [2024-06-04 03:24:46] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.post_attention_layernorm.weight", shape: (4096,), dtype: float16
72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 141/195 [00:55<00:23, 2.25it/s] [2024-06-04 03:24:46] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 141/195 [00:55<00:23, 2.25it/s] 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 143/195 [00:55<00:16, 3.18it/s] [2024-06-04 03:24:46] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 143/195 [00:55<00:16, 3.18it/s] 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 144/195 [00:55<00:13, 3.69it/s] [2024-06-04 03:24:46] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.input_layernorm.weight", shape: (4096,), dtype: float16
74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 144/195 [00:55<00:13, 3.69it/s] [2024-06-04 03:24:46] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 144/195 [00:55<00:13, 3.69it/s] 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 146/195 [00:55<00:11, 4.24it/s] [2024-06-04 03:24:47] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 146/195 [00:56<00:11, 4.24it/s] 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 147/195 [00:56<00:21, 2.25it/s] [2024-06-04 03:24:47] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.post_attention_layernorm.weight", shape: (4096,), dtype: float16
75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 147/195 [00:56<00:21, 2.25it/s] [2024-06-04 03:24:47] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 147/195 [00:57<00:21, 2.25it/s] 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 149/195 [00:57<00:14, 3.20it/s] [2024-06-04 03:24:48] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 149/195 [00:57<00:14, 3.20it/s] 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 150/195 [00:57<00:12, 3.72it/s] [2024-06-04 03:24:48] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.input_layernorm.weight", shape: (4096,), dtype: float16
77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 150/195 [00:57<00:12, 3.72it/s] [2024-06-04 03:24:48] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 150/195 [00:57<00:12, 3.72it/s] 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 152/195 [00:57<00:10, 4.29it/s] [2024-06-04 03:24:48] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 152/195 [00:57<00:10, 4.29it/s] 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 153/195 [00:58<00:16, 2.57it/s] [2024-06-04 03:24:49] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.post_attention_layernorm.weight", shape: (4096,), dtype: float16
78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 153/195 [00:58<00:16, 2.57it/s] [2024-06-04 03:24:49] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 153/195 [00:58<00:16, 2.57it/s] 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 155/195 [00:58<00:11, 3.63it/s] [2024-06-04 03:24:49] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 155/195 [00:58<00:11, 3.63it/s] 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 156/195 [00:58<00:09, 4.18it/s] [2024-06-04 03:24:49] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.input_layernorm.weight", shape: (4096,), dtype: float16
80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 156/195 [00:58<00:09, 4.18it/s] [2024-06-04 03:24:49] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 156/195 [00:58<00:09, 4.18it/s] 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 158/195 [00:59<00:07, 4.71it/s] [2024-06-04 03:24:50] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 158/195 [01:00<00:07, 4.71it/s] 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 159/195 [01:00<00:17, 2.07it/s] [2024-06-04 03:24:51] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.post_attention_layernorm.weight", shape: (4096,), dtype: float16
82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 159/195 [01:00<00:17, 2.07it/s] [2024-06-04 03:24:51] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 159/195 [01:00<00:17, 2.07it/s] 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 161/195 [01:00<00:11, 2.98it/s] [2024-06-04 03:24:51] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 161/195 [01:00<00:11, 2.98it/s] 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 162/195 [01:00<00:09, 3.49it/s] [2024-06-04 03:24:51] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.26.input_layernorm.weight", shape: (4096,), dtype: float16
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83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 162/195 [01:01<00:09, 3.49it/s] 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 164/195 [01:01<00:07, 4.09it/s] [2024-06-04 03:24:52] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.26.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 164/195 [01:01<00:07, 4.09it/s] 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 165/195 [01:02<00:11, 2.70it/s] [2024-06-04 03:24:53] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.26.post_attention_layernorm.weight", shape: (4096,), dtype: float16
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85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 165/195 [01:02<00:11, 2.70it/s] 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 167/195 [01:02<00:07, 3.78it/s] [2024-06-04 03:24:53] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.26.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 167/195 [01:02<00:07, 3.78it/s] 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 168/195 [01:02<00:06, 4.34it/s] [2024-06-04 03:24:53] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.27.input_layernorm.weight", shape: (4096,), dtype: float16
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88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 171/195 [01:03<00:09, 2.58it/s] 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 173/195 [01:04<00:06, 3.65it/s] [2024-06-04 03:24:54] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.27.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
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89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 174/195 [01:04<00:04, 4.21it/s] 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 176/195 [01:04<00:04, 4.69it/s] [2024-06-04 03:24:55] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.28.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
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[2024-06-04 03:25:00] INFO huggingface_loader.py:197: Unloading HF weight file: /models/Hermes-2-Pro-Llama-3-8B/model-00002-of-00004.safetensors
[2024-06-04 03:25:01] INFO huggingface_loader.py:197: Unloading HF weight file: /models/Hermes-2-Pro-Llama-3-8B/model-00003-of-00004.safetensors
[2024-06-04 03:25:01] INFO stats.py:77: Time usage: HF loading: 1.232 sec; Pre-quantization mapping: 19.674 sec; Quantization: 0.000 sec
[2024-06-04 03:25:01] INFO stats.py:91: RAM usage: Peak RAM: 9.235 GB. Total bytes loaded from disk: 14.958 GB
[2024-06-04 03:25:01] INFO convert_weight.py:155: Parameter size after quantization: 14.958 GB
[2024-06-04 03:25:01] INFO convert_weight.py:160: Total parameters: 8,030,523,392
[2024-06-04 03:25:01] INFO convert_weight.py:161: Bits per parameter: 16.000
[2024-06-04 03:25:01] INFO convert_weight.py:166: Saved to directory: /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC
All finished, 131 total shards committed, record saved to /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC/ndarray-cache.json
/opt/conda/envs/py310/bin/python -m mlc_llm gen_config /models/Hermes-2-Pro-Llama-3-8B --quantization q0f16 --conv-template hermes2_pro_llama3 --output /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC
[2024-06-06 23:19:12] INFO auto_config.py:116: Found model configuration: /models/Hermes-2-Pro-Llama-3-8B/config.json
[2024-06-06 23:19:12] INFO auto_config.py:154: Found model type: llama. Use `--model-type` to override.
[2024-06-06 23:19:12] INFO llama_model.py:52: context_window_size not found in config.json. Falling back to max_position_embeddings (8192)
[2024-06-06 23:19:12] INFO llama_model.py:72: prefill_chunk_size defaults to 2048
[2024-06-06 23:19:12] INFO config.py:107: Overriding max_batch_size from 1 to 80
[2024-06-06 23:19:12] INFO gen_config.py:143: [generation_config.json] Setting bos_token_id: 128000
[2024-06-06 23:19:12] INFO gen_config.py:143: [generation_config.json] Setting eos_token_id: 128003
[2024-06-06 23:19:12] INFO gen_config.py:157: Not found tokenizer config: /models/Hermes-2-Pro-Llama-3-8B/tokenizer.model
[2024-06-06 23:19:12] INFO gen_config.py:155: Found tokenizer config: /models/Hermes-2-Pro-Llama-3-8B/tokenizer.json. Copying to /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC/tokenizer.json
[2024-06-06 23:19:12] INFO gen_config.py:157: Not found tokenizer config: /models/Hermes-2-Pro-Llama-3-8B/vocab.json
[2024-06-06 23:19:12] INFO gen_config.py:157: Not found tokenizer config: /models/Hermes-2-Pro-Llama-3-8B/merges.txt
[2024-06-06 23:19:12] INFO gen_config.py:157: Not found tokenizer config: /models/Hermes-2-Pro-Llama-3-8B/added_tokens.json
[2024-06-06 23:19:12] INFO gen_config.py:155: Found tokenizer config: /models/Hermes-2-Pro-Llama-3-8B/tokenizer_config.json. Copying to /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC/tokenizer_config.json
[2024-06-06 23:19:12] INFO gen_config.py:216: Detected tokenizer info: {'token_postproc_method': 'byte_level', 'prepend_space_in_encode': False, 'strip_space_in_decode': False}
[2024-06-06 23:19:12] INFO gen_config.py:32: [System default] Setting pad_token_id: 0
[2024-06-06 23:19:12] INFO gen_config.py:32: [System default] Setting temperature: 1.0
[2024-06-06 23:19:12] INFO gen_config.py:32: [System default] Setting presence_penalty: 0.0
[2024-06-06 23:19:12] INFO gen_config.py:32: [System default] Setting frequency_penalty: 0.0
[2024-06-06 23:19:12] INFO gen_config.py:32: [System default] Setting repetition_penalty: 1.0
[2024-06-06 23:19:12] INFO gen_config.py:32: [System default] Setting top_p: 1.0
[2024-06-06 23:19:12] INFO gen_config.py:223: Dumping configuration file to: /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC/mlc-chat-config.json
/opt/conda/envs/py310/bin/python -m mlc_llm convert_weight /models/Hermes-2-Pro-Llama-3-8B --quantization q0f16 --output /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC
[2024-06-06 23:19:14] INFO auto_config.py:116: Found model configuration: /models/Hermes-2-Pro-Llama-3-8B/config.json
[2024-06-06 23:19:15] INFO auto_device.py:79: Found device: cuda:0
[2024-06-06 23:19:17] INFO auto_device.py:88: Not found device: rocm:0
[2024-06-06 23:19:18] INFO auto_device.py:88: Not found device: metal:0
[2024-06-06 23:19:20] INFO auto_device.py:79: Found device: vulkan:0
[2024-06-06 23:19:20] INFO auto_device.py:79: Found device: vulkan:1
[2024-06-06 23:19:20] INFO auto_device.py:79: Found device: vulkan:2
[2024-06-06 23:19:20] INFO auto_device.py:79: Found device: vulkan:3
[2024-06-06 23:19:21] INFO auto_device.py:88: Not found device: opencl:0
[2024-06-06 23:19:21] INFO auto_device.py:35: Using device: cuda:0
[2024-06-06 23:19:21] INFO auto_weight.py:71: Finding weights in: /models/Hermes-2-Pro-Llama-3-8B
[2024-06-06 23:19:21] INFO auto_weight.py:137: Not found Huggingface PyTorch
[2024-06-06 23:19:21] INFO auto_weight.py:144: Found source weight format: huggingface-safetensor. Source configuration: /models/Hermes-2-Pro-Llama-3-8B/model.safetensors.index.json
[2024-06-06 23:19:21] INFO auto_weight.py:107: Using source weight configuration: /models/Hermes-2-Pro-Llama-3-8B/model.safetensors.index.json. Use `--source` to override.
[2024-06-06 23:19:21] INFO auto_weight.py:111: Using source weight format: huggingface-safetensor. Use `--source-format` to override.
[2024-06-06 23:19:21] INFO auto_config.py:154: Found model type: llama. Use `--model-type` to override.
[2024-06-06 23:19:21] INFO llama_model.py:52: context_window_size not found in config.json. Falling back to max_position_embeddings (8192)
[2024-06-06 23:19:21] INFO llama_model.py:72: prefill_chunk_size defaults to 2048
Weight conversion with arguments:
--config /models/Hermes-2-Pro-Llama-3-8B/config.json
--quantization NoQuantize(name='q0f16', kind='no-quant', model_dtype='float16')
--model-type llama
--device cuda:0
--source /models/Hermes-2-Pro-Llama-3-8B/model.safetensors.index.json
--source-format huggingface-safetensor
--output /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC
Start storing to cache /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC
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61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 119/195 [01:07<00:37, 2.04it/s] 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 120/195 [01:07<00:31, 2.36it/s] [2024-06-06 23:20:31] INFO huggingface_loader.py:185: Loading HF parameters from: /models/Hermes-2-Pro-Llama-3-8B/model-00003-of-00004.safetensors
62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 120/195 [01:07<00:31, 2.36it/s] [2024-06-06 23:20:32] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 120/195 [01:08<00:31, 2.36it/s] 62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 121/195 [01:09<00:55, 1.32it/s] [2024-06-06 23:20:33] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 121/195 [01:09<00:55, 1.32it/s] 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 122/195 [01:09<00:50, 1.46it/s] [2024-06-06 23:20:33] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 122/195 [01:09<00:50, 1.46it/s] 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 123/195 [01:10<00:39, 1.81it/s] [2024-06-06 23:20:33] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.input_layernorm.weight", shape: (4096,), dtype: float16
63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 123/195 [01:10<00:39, 1.81it/s] [2024-06-06 23:20:33] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 123/195 [01:10<00:39, 1.81it/s] 64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 125/195 [01:10<00:31, 2.24it/s] [2024-06-06 23:20:35] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 125/195 [01:11<00:31, 2.24it/s] 65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 126/195 [01:12<00:57, 1.20it/s] [2024-06-06 23:20:36] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.post_attention_layernorm.weight", shape: (4096,), dtype: float16
65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 126/195 [01:12<00:57, 1.20it/s] [2024-06-06 23:20:36] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 126/195 [01:12<00:57, 1.20it/s] 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 128/195 [01:12<00:37, 1.80it/s] [2024-06-06 23:20:36] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.9.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 128/195 [01:13<00:37, 1.80it/s] 66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 129/195 [01:13<00:31, 2.11it/s] [2024-06-06 23:20:37] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.input_layernorm.weight", shape: (4096,), dtype: float16
66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 129/195 [01:13<00:31, 2.11it/s] [2024-06-06 23:20:37] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 129/195 [01:13<00:31, 2.11it/s] 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 131/195 [01:13<00:26, 2.45it/s] [2024-06-06 23:20:37] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.20.post_attention_layernorm.weight", shape: (4096,), dtype: float16
67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 131/195 [01:13<00:26, 2.45it/s] [2024-06-06 23:20:37] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.input_layernorm.weight", shape: (4096,), dtype: float16
67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 131/195 [01:13<00:26, 2.45it/s] [2024-06-06 23:20:37] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 131/195 [01:13<00:26, 2.45it/s] 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 134/195 [01:14<00:19, 3.21it/s] [2024-06-06 23:20:38] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 134/195 [01:14<00:19, 3.21it/s] 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 135/195 [01:16<00:34, 1.72it/s] [2024-06-06 23:20:40] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.post_attention_layernorm.weight", shape: (4096,), dtype: float16
69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 135/195 [01:16<00:34, 1.72it/s] [2024-06-06 23:20:40] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 135/195 [01:16<00:34, 1.72it/s] 70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 137/195 [01:16<00:24, 2.33it/s] [2024-06-06 23:20:40] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.21.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 137/195 [01:16<00:24, 2.33it/s] 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 138/195 [01:16<00:21, 2.62it/s] [2024-06-06 23:20:40] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.input_layernorm.weight", shape: (4096,), dtype: float16
71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 138/195 [01:16<00:21, 2.62it/s] [2024-06-06 23:20:40] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 138/195 [01:16<00:21, 2.62it/s] 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 140/195 [01:17<00:18, 2.90it/s] [2024-06-06 23:20:41] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 140/195 [01:18<00:18, 2.90it/s] 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 141/195 [01:19<00:36, 1.49it/s] [2024-06-06 23:20:43] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.post_attention_layernorm.weight", shape: (4096,), dtype: float16
72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 141/195 [01:19<00:36, 1.49it/s] [2024-06-06 23:20:43] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 141/195 [01:19<00:36, 1.49it/s] 73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 143/195 [01:19<00:24, 2.10it/s] [2024-06-06 23:20:43] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.22.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 143/195 [01:19<00:24, 2.10it/s] 74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 144/195 [01:19<00:21, 2.41it/s] [2024-06-06 23:20:43] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.input_layernorm.weight", shape: (4096,), dtype: float16
74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 144/195 [01:19<00:21, 2.41it/s] [2024-06-06 23:20:43] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 144/195 [01:19<00:21, 2.41it/s] 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 146/195 [01:20<00:17, 2.73it/s] [2024-06-06 23:20:44] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 146/195 [01:20<00:17, 2.73it/s] 75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 147/195 [01:22<00:34, 1.37it/s] [2024-06-06 23:20:46] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.post_attention_layernorm.weight", shape: (4096,), dtype: float16
75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 147/195 [01:22<00:34, 1.37it/s] [2024-06-06 23:20:46] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 147/195 [01:22<00:34, 1.37it/s] 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 149/195 [01:22<00:23, 1.96it/s] [2024-06-06 23:20:46] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.23.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 149/195 [01:22<00:23, 1.96it/s] 77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 150/195 [01:22<00:19, 2.28it/s] [2024-06-06 23:20:46] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.input_layernorm.weight", shape: (4096,), dtype: float16
77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 150/195 [01:22<00:19, 2.28it/s] [2024-06-06 23:20:46] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 150/195 [01:22<00:19, 2.28it/s] 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 152/195 [01:23<00:16, 2.59it/s] [2024-06-06 23:20:47] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 152/195 [01:23<00:16, 2.59it/s] 78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 153/195 [01:25<00:28, 1.48it/s] [2024-06-06 23:20:48] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.post_attention_layernorm.weight", shape: (4096,), dtype: float16
78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 153/195 [01:25<00:28, 1.48it/s] [2024-06-06 23:20:49] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 153/195 [01:25<00:28, 1.48it/s] 79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 155/195 [01:25<00:18, 2.11it/s] [2024-06-06 23:20:49] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.24.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 155/195 [01:25<00:18, 2.11it/s] 80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 156/195 [01:25<00:16, 2.43it/s] [2024-06-06 23:20:49] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.input_layernorm.weight", shape: (4096,), dtype: float16
80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 156/195 [01:25<00:16, 2.43it/s] [2024-06-06 23:20:49] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 156/195 [01:25<00:16, 2.43it/s] 81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 158/195 [01:26<00:13, 2.72it/s] [2024-06-06 23:20:50] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 158/195 [01:26<00:13, 2.72it/s] 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 159/195 [01:28<00:24, 1.44it/s] [2024-06-06 23:20:51] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.post_attention_layernorm.weight", shape: (4096,), dtype: float16
82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 159/195 [01:28<00:24, 1.44it/s] [2024-06-06 23:20:51] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 159/195 [01:28<00:24, 1.44it/s] 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 161/195 [01:28<00:16, 2.05it/s] [2024-06-06 23:20:52] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.25.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 161/195 [01:28<00:16, 2.05it/s] 83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 162/195 [01:28<00:13, 2.37it/s] [2024-06-06 23:20:52] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.26.input_layernorm.weight", shape: (4096,), dtype: float16
83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 162/195 [01:28<00:13, 2.37it/s] [2024-06-06 23:20:52] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.26.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 162/195 [01:28<00:13, 2.37it/s] 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 164/195 [01:29<00:11, 2.70it/s] [2024-06-06 23:20:53] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.26.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 164/195 [01:29<00:11, 2.70it/s] 85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 165/195 [01:31<00:21, 1.42it/s] [2024-06-06 23:20:54] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.26.post_attention_layernorm.weight", shape: (4096,), dtype: float16
85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 165/195 [01:31<00:21, 1.42it/s] [2024-06-06 23:20:54] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.26.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 165/195 [01:31<00:21, 1.42it/s] 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 167/195 [01:31<00:13, 2.02it/s] [2024-06-06 23:20:55] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.26.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 167/195 [01:31<00:13, 2.02it/s] 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 168/195 [01:31<00:11, 2.33it/s] [2024-06-06 23:20:55] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.27.input_layernorm.weight", shape: (4096,), dtype: float16
86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 168/195 [01:31<00:11, 2.33it/s] [2024-06-06 23:20:55] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.27.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 168/195 [01:31<00:11, 2.33it/s] 87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 170/195 [01:32<00:09, 2.63it/s] [2024-06-06 23:20:56] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.27.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 170/195 [01:32<00:09, 2.63it/s] 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 171/195 [01:34<00:17, 1.37it/s] [2024-06-06 23:20:58] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.27.post_attention_layernorm.weight", shape: (4096,), dtype: float16
88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 171/195 [01:34<00:17, 1.37it/s] [2024-06-06 23:20:58] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.27.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 171/195 [01:34<00:17, 1.37it/s] 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 173/195 [01:34<00:11, 1.96it/s] [2024-06-06 23:20:58] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.27.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 173/195 [01:34<00:11, 1.96it/s] 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 174/195 [01:34<00:09, 2.27it/s] [2024-06-06 23:20:58] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.28.input_layernorm.weight", shape: (4096,), dtype: float16
89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 174/195 [01:34<00:09, 2.27it/s] [2024-06-06 23:20:58] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.28.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 174/195 [01:34<00:09, 2.27it/s] 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 176/195 [01:35<00:07, 2.58it/s] [2024-06-06 23:20:59] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.28.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 176/195 [01:35<00:07, 2.58it/s] 91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 177/195 [01:37<00:12, 1.44it/s] [2024-06-06 23:21:00] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.28.post_attention_layernorm.weight", shape: (4096,), dtype: float16
91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 177/195 [01:37<00:12, 1.44it/s] [2024-06-06 23:21:00] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.28.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 177/195 [01:37<00:12, 1.44it/s] 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 179/195 [01:37<00:07, 2.06it/s] [2024-06-06 23:21:01] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.28.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 179/195 [01:37<00:07, 2.06it/s] 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 180/195 [01:37<00:06, 2.36it/s] [2024-06-06 23:21:01] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.29.input_layernorm.weight", shape: (4096,), dtype: float16
92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 180/195 [01:37<00:06, 2.36it/s] [2024-06-06 23:21:01] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.29.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 180/195 [01:37<00:06, 2.36it/s] 93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 182/195 [01:38<00:04, 2.68it/s] [2024-06-06 23:21:02] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.29.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 182/195 [01:38<00:04, 2.68it/s] 94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 183/195 [01:40<00:08, 1.37it/s] [2024-06-06 23:21:04] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.29.post_attention_layernorm.weight", shape: (4096,), dtype: float16
94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 183/195 [01:40<00:08, 1.37it/s] [2024-06-06 23:21:04] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.29.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 183/195 [01:40<00:08, 1.37it/s] 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 185/195 [01:40<00:05, 1.96it/s] [2024-06-06 23:21:04] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.29.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 185/195 [01:40<00:05, 1.96it/s] 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 186/195 [01:40<00:03, 2.28it/s] [2024-06-06 23:21:04] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.30.input_layernorm.weight", shape: (4096,), dtype: float16
95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 186/195 [01:40<00:03, 2.28it/s] [2024-06-06 23:21:04] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.30.mlp.down_proj.weight", shape: (4096, 14336), dtype: float16
95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 186/195 [01:40<00:03, 2.28it/s] 96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 188/195 [01:41<00:02, 2.57it/s] [2024-06-06 23:21:05] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.30.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 188/195 [01:42<00:02, 2.57it/s] 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 189/195 [01:43<00:04, 1.38it/s] [2024-06-06 23:21:07] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.30.post_attention_layernorm.weight", shape: (4096,), dtype: float16
97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 189/195 [01:43<00:04, 1.38it/s] [2024-06-06 23:21:07] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.30.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 189/195 [01:43<00:04, 1.38it/s] 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 191/195 [01:43<00:02, 1.98it/s] [2024-06-06 23:21:07] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.30.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 191/195 [01:43<00:02, 1.98it/s] 98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 192/195 [01:43<00:01, 2.29it/s] [2024-06-06 23:21:08] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.31.mlp.gate_up_proj.weight", shape: (28672, 4096), dtype: float16
98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 192/195 [01:44<00:01, 2.29it/s] 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 193/195 [01:45<00:01, 1.35it/s] [2024-06-06 23:21:09] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.31.self_attn.qkv_proj.weight", shape: (6144, 4096), dtype: float16
99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 193/195 [01:45<00:01, 1.35it/s] 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 194/195 [01:45<00:00, 1.53it/s] [2024-06-06 23:21:09] INFO huggingface_loader.py:175: [Not quantized] Parameter: "model.layers.31.self_attn.o_proj.weight", shape: (4096, 4096), dtype: float16
99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 194/195 [01:45<00:00, 1.53it/s] 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 195/195 [01:46<00:00, 1.89it/s] 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 195/195 [01:46<00:00, 1.84it/s]
[2024-06-06 23:21:09] INFO huggingface_loader.py:197: Unloading HF weight file: /models/Hermes-2-Pro-Llama-3-8B/model-00002-of-00004.safetensors
[2024-06-06 23:21:10] INFO huggingface_loader.py:197: Unloading HF weight file: /models/Hermes-2-Pro-Llama-3-8B/model-00003-of-00004.safetensors
[2024-06-06 23:21:10] INFO stats.py:77: Time usage: HF loading: 1.354 sec; Pre-quantization mapping: 21.990 sec; Quantization: 0.000 sec
[2024-06-06 23:21:10] INFO stats.py:91: RAM usage: Peak RAM: 9.235 GB. Total bytes loaded from disk: 14.958 GB
[2024-06-06 23:21:10] INFO convert_weight.py:155: Parameter size after quantization: 14.958 GB
[2024-06-06 23:21:10] INFO convert_weight.py:160: Total parameters: 8,030,523,392
[2024-06-06 23:21:10] INFO convert_weight.py:161: Bits per parameter: 16.000
[2024-06-06 23:21:10] INFO convert_weight.py:166: Saved to directory: /models/mlc-delivery/hf/mlc-ai/Hermes-2-Pro-Llama-3-8B-q0f16-MLC
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