/home/msyu/workspace/venv/bin/python -m mlc_llm gen_config /tmp/tmpy7oe9l51/repo --quantization q4f16_2 --conv-template phi-3 --output /tmp/tmprtkty3aw
[2024-05-08 13:39:59] INFO auto_config.py:115: Found model configuration: /tmp/tmpy7oe9l51/repo/config.json
[2024-05-08 13:39:59] INFO auto_config.py:153: Found model type: phi3. Use `--model-type` to override.
[2024-05-08 13:39:59] INFO phi3_model.py:53: context_window_size not found in config.json. Falling back to max_position_embeddings (4096)
[2024-05-08 13:39:59] INFO phi3_model.py:68: prefill_chunk_size defaults to 2048
[2024-05-08 13:39:59] INFO config.py:106: Overriding max_batch_size from 1 to 80
[2024-05-08 13:39:59] INFO gen_config.py:255: [generation_config.json] Setting bos_token_id: 1
[2024-05-08 13:39:59] INFO gen_config.py:255: [generation_config.json] Setting eos_token_id: [32000, 32001, 32007]
[2024-05-08 13:39:59] INFO gen_config.py:255: [generation_config.json] Setting pad_token_id: 32000
[2024-05-08 13:39:59] INFO gen_config.py:267: Found tokenizer config: /tmp/tmpy7oe9l51/repo/tokenizer.model. Copying to /tmp/tmprtkty3aw/tokenizer.model
[2024-05-08 13:39:59] INFO gen_config.py:267: Found tokenizer config: /tmp/tmpy7oe9l51/repo/tokenizer.json. Copying to /tmp/tmprtkty3aw/tokenizer.json
[2024-05-08 13:39:59] INFO gen_config.py:269: Not found tokenizer config: /tmp/tmpy7oe9l51/repo/vocab.json
[2024-05-08 13:39:59] INFO gen_config.py:269: Not found tokenizer config: /tmp/tmpy7oe9l51/repo/merges.txt
[2024-05-08 13:39:59] INFO gen_config.py:267: Found tokenizer config: /tmp/tmpy7oe9l51/repo/added_tokens.json. Copying to /tmp/tmprtkty3aw/added_tokens.json
[2024-05-08 13:39:59] INFO gen_config.py:267: Found tokenizer config: /tmp/tmpy7oe9l51/repo/tokenizer_config.json. Copying to /tmp/tmprtkty3aw/tokenizer_config.json
[2024-05-08 13:39:59] INFO gen_config.py:80: [System default] Setting temperature: 0.7
[2024-05-08 13:39:59] INFO gen_config.py:80: [System default] Setting presence_penalty: 0.0
[2024-05-08 13:39:59] INFO gen_config.py:80: [System default] Setting frequency_penalty: 0.0
[2024-05-08 13:39:59] INFO gen_config.py:80: [System default] Setting repetition_penalty: 1.0
[2024-05-08 13:39:59] INFO gen_config.py:80: [System default] Setting top_p: 0.95
[2024-05-08 13:39:59] INFO gen_config.py:80: [System default] Setting mean_gen_len: 128
[2024-05-08 13:39:59] INFO gen_config.py:80: [System default] Setting max_gen_len: 512
[2024-05-08 13:39:59] INFO gen_config.py:80: [System default] Setting shift_fill_factor: 0.3
[2024-05-08 13:39:59] INFO gen_config.py:335: Dumping configuration file to: /tmp/tmprtkty3aw/mlc-chat-config.json
/home/msyu/workspace/venv/bin/python -m mlc_llm convert_weight /tmp/tmpy7oe9l51/repo --quantization q4f16_2 --source-format auto --output /tmp/tmprtkty3aw
[2024-05-08 13:40:00] INFO auto_config.py:115: Found model configuration: /tmp/tmpy7oe9l51/repo/config.json
[2024-05-08 13:40:01] INFO auto_device.py:79: Found device: cuda:0
[2024-05-08 13:40:01] INFO auto_device.py:88: Not found device: rocm:0
[2024-05-08 13:40:02] INFO auto_device.py:88: Not found device: metal:0
[2024-05-08 13:40:03] INFO auto_device.py:88: Not found device: vulkan:0
[2024-05-08 13:40:03] INFO auto_device.py:79: Found device: opencl:0
[2024-05-08 13:40:03] INFO auto_device.py:35: Using device: cuda:0
[2024-05-08 13:40:03] INFO auto_weight.py:70: Finding weights in: /tmp/tmpy7oe9l51/repo
[2024-05-08 13:40:03] INFO auto_weight.py:136: Not found Huggingface PyTorch
[2024-05-08 13:40:03] INFO auto_weight.py:143: Found source weight format: huggingface-safetensor. Source configuration: /tmp/tmpy7oe9l51/repo/model.safetensors.index.json
[2024-05-08 13:40:03] INFO auto_weight.py:106: Using source weight configuration: /tmp/tmpy7oe9l51/repo/model.safetensors.index.json. Use `--source` to override.
[2024-05-08 13:40:03] INFO auto_weight.py:110: Using source weight format: huggingface-safetensor. Use `--source-format` to override.
[2024-05-08 13:40:03] INFO auto_config.py:153: Found model type: phi3. Use `--model-type` to override.
[2024-05-08 13:40:03] INFO phi3_model.py:53: context_window_size not found in config.json. Falling back to max_position_embeddings (4096)
[2024-05-08 13:40:03] INFO phi3_model.py:68: prefill_chunk_size defaults to 2048
Weight conversion with arguments:
  --config          /tmp/tmpy7oe9l51/repo/config.json
  --quantization    GroupQuantize(name='q4f16_2', kind='group-quant', group_size=32, quantize_dtype='int4', storage_dtype='uint32', model_dtype='float16', linear_weight_layout='NK', quantize_embedding=False, quantize_final_fc=False, num_elem_per_storage=8, num_storage_per_group=4, max_int_value=7)
  --model-type      phi3
  --device          cuda:0
  --source          /tmp/tmpy7oe9l51/repo/model.safetensors.index.json
  --source-format   huggingface-safetensor
  --output          /tmp/tmprtkty3aw
Start storing to cache /tmp/tmprtkty3aw

  0%|          | 0/195 [00:00<?, ?it/s]
                                       
[2024-05-08 13:40:05] INFO huggingface_loader.py:184: Loading HF parameters from: /tmp/tmpy7oe9l51/repo/model-00002-of-00002.safetensors

  0%|          | 0/195 [00:00<?, ?it/s]
                                       
[2024-05-08 13:40:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "lm_head.weight", shape: (32064, 3072), dtype: float16

  0%|          | 0/195 [00:00<?, ?it/s]
  1%|          | 1/195 [00:01<04:12,  1.30s/it]
                                               
[2024-05-08 13:40:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.21.ln.weight", shape: (3072,), dtype: float16

  1%|          | 1/195 [00:01<04:12,  1.30s/it]
                                               
[2024-05-08 13:40:07] INFO group_quantization.py:217: Compiling quantize function for key: ((3072, 8192), float16, cuda, axis=1, output_transpose=False)

  1%|          | 1/195 [00:01<04:12,  1.30s/it]
                                               
[2024-05-08 13:40:07] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.21.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

  1%|          | 1/195 [00:01<04:12,  1.30s/it]
                                               
[2024-05-08 13:40:07] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.21.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

  1%|          | 1/195 [00:02<04:12,  1.30s/it]
  2%|▏         | 3/195 [00:02<01:54,  1.67it/s]
                                               
[2024-05-08 13:40:08] INFO group_quantization.py:217: Compiling quantize function for key: ((16384, 3072), float16, cuda, axis=1, output_transpose=False)

  2%|▏         | 3/195 [00:02<01:54,  1.67it/s]
                                               
[2024-05-08 13:40:08] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.21.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

  2%|▏         | 3/195 [00:02<01:54,  1.67it/s]
                                               
[2024-05-08 13:40:08] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.21.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

  2%|▏         | 3/195 [00:02<01:54,  1.67it/s]
  2%|▏         | 4/195 [00:02<01:39,  1.92it/s]
                                               
[2024-05-08 13:40:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.21.post_attention_layernorm.weight", shape: (3072,), dtype: float16

  2%|▏         | 4/195 [00:02<01:39,  1.92it/s]
                                               
[2024-05-08 13:40:08] INFO group_quantization.py:217: Compiling quantize function for key: ((9216, 3072), float16, cuda, axis=1, output_transpose=False)

  2%|▏         | 4/195 [00:02<01:39,  1.92it/s]
                                               
[2024-05-08 13:40:08] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.21.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

  2%|▏         | 4/195 [00:02<01:39,  1.92it/s]
                                               
[2024-05-08 13:40:08] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.21.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

  2%|▏         | 4/195 [00:02<01:39,  1.92it/s]
  3%|▎         | 6/195 [00:02<01:04,  2.95it/s]
                                               
[2024-05-08 13:40:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.22.ln.weight", shape: (3072,), dtype: float16

  3%|▎         | 6/195 [00:02<01:04,  2.95it/s]
                                               
[2024-05-08 13:40:08] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.22.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

  3%|▎         | 6/195 [00:02<01:04,  2.95it/s]
                                               
[2024-05-08 13:40:08] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.22.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

  3%|▎         | 6/195 [00:02<01:04,  2.95it/s]
                                               
[2024-05-08 13:40:08] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.22.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

  3%|▎         | 6/195 [00:02<01:04,  2.95it/s]
                                               
[2024-05-08 13:40:08] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.22.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

  3%|▎         | 6/195 [00:02<01:04,  2.95it/s]
  5%|▍         | 9/195 [00:02<00:37,  4.95it/s]
                                               
[2024-05-08 13:40:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.22.post_attention_layernorm.weight", shape: (3072,), dtype: float16

  5%|▍         | 9/195 [00:02<00:37,  4.95it/s]
                                               
[2024-05-08 13:40:08] INFO group_quantization.py:217: Compiling quantize function for key: ((3072, 3072), float16, cuda, axis=1, output_transpose=False)

  5%|▍         | 9/195 [00:02<00:37,  4.95it/s]
                                               
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.22.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

  5%|▍         | 9/195 [00:03<00:37,  4.95it/s]
                                               
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.22.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

  5%|▍         | 9/195 [00:03<00:37,  4.95it/s]
  6%|▌         | 11/195 [00:03<00:33,  5.54it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.22.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

  6%|▌         | 11/195 [00:03<00:33,  5.54it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.22.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

  6%|▌         | 11/195 [00:03<00:33,  5.54it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.23.ln.weight", shape: (3072,), dtype: float16

  6%|▌         | 11/195 [00:03<00:33,  5.54it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.23.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

  6%|▌         | 11/195 [00:03<00:33,  5.54it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.23.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

  6%|▌         | 11/195 [00:03<00:33,  5.54it/s]
  7%|▋         | 14/195 [00:03<00:22,  8.05it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.23.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

  7%|▋         | 14/195 [00:03<00:22,  8.05it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.23.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

  7%|▋         | 14/195 [00:03<00:22,  8.05it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.23.post_attention_layernorm.weight", shape: (3072,), dtype: float16

  7%|▋         | 14/195 [00:03<00:22,  8.05it/s]
  8%|▊         | 16/195 [00:03<00:19,  9.34it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.23.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

  8%|▊         | 16/195 [00:03<00:19,  9.34it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.23.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

  8%|▊         | 16/195 [00:03<00:19,  9.34it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.23.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

  8%|▊         | 16/195 [00:03<00:19,  9.34it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.23.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

  8%|▊         | 16/195 [00:03<00:19,  9.34it/s]
  9%|▉         | 18/195 [00:03<00:16, 10.82it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.24.ln.weight", shape: (3072,), dtype: float16

  9%|▉         | 18/195 [00:03<00:16, 10.82it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.24.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

  9%|▉         | 18/195 [00:03<00:16, 10.82it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.24.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

  9%|▉         | 18/195 [00:03<00:16, 10.82it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.24.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

  9%|▉         | 18/195 [00:03<00:16, 10.82it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.24.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

  9%|▉         | 18/195 [00:03<00:16, 10.82it/s]
 11%|█         | 21/195 [00:03<00:14, 12.08it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.24.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 11%|█         | 21/195 [00:03<00:14, 12.08it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.24.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 11%|█         | 21/195 [00:03<00:14, 12.08it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.24.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 11%|█         | 21/195 [00:03<00:14, 12.08it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.24.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 11%|█         | 21/195 [00:03<00:14, 12.08it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.24.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 11%|█         | 21/195 [00:03<00:14, 12.08it/s]
 12%|█▏        | 24/195 [00:03<00:11, 15.16it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.25.ln.weight", shape: (3072,), dtype: float16

 12%|█▏        | 24/195 [00:03<00:11, 15.16it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.25.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 12%|█▏        | 24/195 [00:03<00:11, 15.16it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.25.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 12%|█▏        | 24/195 [00:03<00:11, 15.16it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.25.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 12%|█▏        | 24/195 [00:04<00:11, 15.16it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.25.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 12%|█▏        | 24/195 [00:04<00:11, 15.16it/s]
 14%|█▍        | 27/195 [00:04<00:10, 15.60it/s]
                                                
[2024-05-08 13:40:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.25.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 14%|█▍        | 27/195 [00:04<00:10, 15.60it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.25.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 14%|█▍        | 27/195 [00:04<00:10, 15.60it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.25.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 14%|█▍        | 27/195 [00:04<00:10, 15.60it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.25.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 14%|█▍        | 27/195 [00:04<00:10, 15.60it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.25.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 14%|█▍        | 27/195 [00:04<00:10, 15.60it/s]
 15%|█▌        | 30/195 [00:04<00:09, 17.77it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.26.ln.weight", shape: (3072,), dtype: float16

 15%|█▌        | 30/195 [00:04<00:09, 17.77it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.26.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 15%|█▌        | 30/195 [00:04<00:09, 17.77it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.26.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 15%|█▌        | 30/195 [00:04<00:09, 17.77it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.26.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 15%|█▌        | 30/195 [00:04<00:09, 17.77it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.26.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 15%|█▌        | 30/195 [00:04<00:09, 17.77it/s]
 17%|█▋        | 33/195 [00:04<00:09, 16.76it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.26.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 17%|█▋        | 33/195 [00:04<00:09, 16.76it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.26.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 17%|█▋        | 33/195 [00:04<00:09, 16.76it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.26.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 17%|█▋        | 33/195 [00:04<00:09, 16.76it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.26.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 17%|█▋        | 33/195 [00:04<00:09, 16.76it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.26.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 17%|█▋        | 33/195 [00:04<00:09, 16.76it/s]
 18%|█▊        | 36/195 [00:04<00:08, 19.29it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.27.ln.weight", shape: (3072,), dtype: float16

 18%|█▊        | 36/195 [00:04<00:08, 19.29it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.27.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 18%|█▊        | 36/195 [00:04<00:08, 19.29it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.27.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 18%|█▊        | 36/195 [00:04<00:08, 19.29it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.27.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 18%|█▊        | 36/195 [00:04<00:08, 19.29it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.27.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 18%|█▊        | 36/195 [00:04<00:08, 19.29it/s]
 20%|██        | 39/195 [00:04<00:08, 18.30it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.27.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 20%|██        | 39/195 [00:04<00:08, 18.30it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.27.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 20%|██        | 39/195 [00:04<00:08, 18.30it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.27.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 20%|██        | 39/195 [00:04<00:08, 18.30it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.27.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 20%|██        | 39/195 [00:04<00:08, 18.30it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.27.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 20%|██        | 39/195 [00:04<00:08, 18.30it/s]
 22%|██▏       | 42/195 [00:04<00:07, 20.00it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.28.ln.weight", shape: (3072,), dtype: float16

 22%|██▏       | 42/195 [00:04<00:07, 20.00it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.28.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 22%|██▏       | 42/195 [00:04<00:07, 20.00it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.28.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 22%|██▏       | 42/195 [00:04<00:07, 20.00it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.28.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 22%|██▏       | 42/195 [00:04<00:07, 20.00it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.28.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 22%|██▏       | 42/195 [00:04<00:07, 20.00it/s]
 23%|██▎       | 45/195 [00:04<00:08, 17.82it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.28.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 23%|██▎       | 45/195 [00:04<00:08, 17.82it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.28.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 23%|██▎       | 45/195 [00:04<00:08, 17.82it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.28.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 23%|██▎       | 45/195 [00:04<00:08, 17.82it/s]
                                                
[2024-05-08 13:40:10] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.28.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 23%|██▎       | 45/195 [00:05<00:08, 17.82it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.28.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 23%|██▎       | 45/195 [00:05<00:08, 17.82it/s]
 25%|██▍       | 48/195 [00:05<00:07, 20.30it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.29.ln.weight", shape: (3072,), dtype: float16

 25%|██▍       | 48/195 [00:05<00:07, 20.30it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.29.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 25%|██▍       | 48/195 [00:05<00:07, 20.30it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.29.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 25%|██▍       | 48/195 [00:05<00:07, 20.30it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.29.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 25%|██▍       | 48/195 [00:05<00:07, 20.30it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.29.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 25%|██▍       | 48/195 [00:05<00:07, 20.30it/s]
 26%|██▌       | 51/195 [00:05<00:07, 19.19it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.29.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 26%|██▌       | 51/195 [00:05<00:07, 19.19it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.29.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 26%|██▌       | 51/195 [00:05<00:07, 19.19it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.29.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 26%|██▌       | 51/195 [00:05<00:07, 19.19it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.29.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 26%|██▌       | 51/195 [00:05<00:07, 19.19it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.29.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 26%|██▌       | 51/195 [00:05<00:07, 19.19it/s]
 28%|██▊       | 54/195 [00:05<00:06, 20.77it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.30.ln.weight", shape: (3072,), dtype: float16

 28%|██▊       | 54/195 [00:05<00:06, 20.77it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.30.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 28%|██▊       | 54/195 [00:05<00:06, 20.77it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.30.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 28%|██▊       | 54/195 [00:05<00:06, 20.77it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.30.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 28%|██▊       | 54/195 [00:05<00:06, 20.77it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.30.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 28%|██▊       | 54/195 [00:05<00:06, 20.77it/s]
 29%|██▉       | 57/195 [00:05<00:07, 18.56it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.30.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 29%|██▉       | 57/195 [00:05<00:07, 18.56it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.30.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 29%|██▉       | 57/195 [00:05<00:07, 18.56it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.30.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 29%|██▉       | 57/195 [00:05<00:07, 18.56it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.30.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 29%|██▉       | 57/195 [00:05<00:07, 18.56it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.30.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 29%|██▉       | 57/195 [00:05<00:07, 18.56it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.31.ln.weight", shape: (3072,), dtype: float16

 29%|██▉       | 57/195 [00:05<00:07, 18.56it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.31.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 29%|██▉       | 57/195 [00:05<00:07, 18.56it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.31.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 29%|██▉       | 57/195 [00:05<00:07, 18.56it/s]
 32%|███▏      | 62/195 [00:05<00:05, 22.69it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.31.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 32%|███▏      | 62/195 [00:05<00:05, 22.69it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.31.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 32%|███▏      | 62/195 [00:05<00:05, 22.69it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.31.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 32%|███▏      | 62/195 [00:05<00:05, 22.69it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.31.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 32%|███▏      | 62/195 [00:05<00:05, 22.69it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.31.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 32%|███▏      | 62/195 [00:05<00:05, 22.69it/s]
 33%|███▎      | 65/195 [00:05<00:06, 20.47it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.31.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 33%|███▎      | 65/195 [00:05<00:06, 20.47it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.31.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 33%|███▎      | 65/195 [00:05<00:06, 20.47it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.norm.weight", shape: (3072,), dtype: float16

 33%|███▎      | 65/195 [00:05<00:06, 20.47it/s]
                                                
[2024-05-08 13:40:11] INFO huggingface_loader.py:196: Unloading HF weight file: /tmp/tmpy7oe9l51/repo/model-00002-of-00002.safetensors

 33%|███▎      | 65/195 [00:05<00:06, 20.47it/s]
                                                
[2024-05-08 13:40:12] INFO huggingface_loader.py:184: Loading HF parameters from: /tmp/tmpy7oe9l51/repo/model-00001-of-00002.safetensors

 33%|███▎      | 65/195 [00:06<00:06, 20.47it/s]
                                                
[2024-05-08 13:40:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.embd.weight", shape: (32064, 3072), dtype: float16

 33%|███▎      | 65/195 [00:06<00:06, 20.47it/s]
 35%|███▍      | 68/195 [00:07<00:17,  7.25it/s]
                                                
[2024-05-08 13:40:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.0.ln.weight", shape: (3072,), dtype: float16

 35%|███▍      | 68/195 [00:07<00:17,  7.25it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.0.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 35%|███▍      | 68/195 [00:07<00:17,  7.25it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.0.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 35%|███▍      | 68/195 [00:07<00:17,  7.25it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.0.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 35%|███▍      | 68/195 [00:07<00:17,  7.25it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.0.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 35%|███▍      | 68/195 [00:07<00:17,  7.25it/s]
 36%|███▋      | 71/195 [00:07<00:14,  8.38it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.0.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 36%|███▋      | 71/195 [00:07<00:14,  8.38it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.0.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 36%|███▋      | 71/195 [00:07<00:14,  8.38it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.0.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 36%|███▋      | 71/195 [00:07<00:14,  8.38it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.0.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 36%|███▋      | 71/195 [00:07<00:14,  8.38it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.0.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 36%|███▋      | 71/195 [00:07<00:14,  8.38it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.1.ln.weight", shape: (3072,), dtype: float16

 36%|███▋      | 71/195 [00:07<00:14,  8.38it/s]
 38%|███▊      | 75/195 [00:07<00:10, 11.57it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.1.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 38%|███▊      | 75/195 [00:07<00:10, 11.57it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.1.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 38%|███▊      | 75/195 [00:07<00:10, 11.57it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.1.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 38%|███▊      | 75/195 [00:07<00:10, 11.57it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.1.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 38%|███▊      | 75/195 [00:07<00:10, 11.57it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.1.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 38%|███▊      | 75/195 [00:07<00:10, 11.57it/s]
 40%|████      | 78/195 [00:07<00:09, 12.64it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.1.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 40%|████      | 78/195 [00:07<00:09, 12.64it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.1.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 40%|████      | 78/195 [00:07<00:09, 12.64it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.1.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 40%|████      | 78/195 [00:07<00:09, 12.64it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.1.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 40%|████      | 78/195 [00:07<00:09, 12.64it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.10.ln.weight", shape: (3072,), dtype: float16

 40%|████      | 78/195 [00:07<00:09, 12.64it/s]
 42%|████▏     | 81/195 [00:07<00:07, 14.57it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.10.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 42%|████▏     | 81/195 [00:07<00:07, 14.57it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.10.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 42%|████▏     | 81/195 [00:07<00:07, 14.57it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.10.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 42%|████▏     | 81/195 [00:07<00:07, 14.57it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.10.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 42%|████▏     | 81/195 [00:07<00:07, 14.57it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.10.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 42%|████▏     | 81/195 [00:07<00:07, 14.57it/s]
 43%|████▎     | 84/195 [00:07<00:07, 14.45it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.10.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 43%|████▎     | 84/195 [00:07<00:07, 14.45it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.10.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 43%|████▎     | 84/195 [00:07<00:07, 14.45it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.10.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 43%|████▎     | 84/195 [00:07<00:07, 14.45it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.10.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 43%|████▎     | 84/195 [00:07<00:07, 14.45it/s]
 44%|████▍     | 86/195 [00:07<00:07, 15.17it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.11.ln.weight", shape: (3072,), dtype: float16

 44%|████▍     | 86/195 [00:07<00:07, 15.17it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.11.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 44%|████▍     | 86/195 [00:08<00:07, 15.17it/s]
                                                
[2024-05-08 13:40:13] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.11.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 44%|████▍     | 86/195 [00:08<00:07, 15.17it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.11.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 44%|████▍     | 86/195 [00:08<00:07, 15.17it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.11.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 44%|████▍     | 86/195 [00:08<00:07, 15.17it/s]
 46%|████▌     | 89/195 [00:08<00:06, 15.47it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.11.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 46%|████▌     | 89/195 [00:08<00:06, 15.47it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.11.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 46%|████▌     | 89/195 [00:08<00:06, 15.47it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.11.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 46%|████▌     | 89/195 [00:08<00:06, 15.47it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.11.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 46%|████▌     | 89/195 [00:08<00:06, 15.47it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.11.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 46%|████▌     | 89/195 [00:08<00:06, 15.47it/s]
 47%|████▋     | 92/195 [00:08<00:05, 17.74it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.12.ln.weight", shape: (3072,), dtype: float16

 47%|████▋     | 92/195 [00:08<00:05, 17.74it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.12.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 47%|████▋     | 92/195 [00:08<00:05, 17.74it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.12.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 47%|████▋     | 92/195 [00:08<00:05, 17.74it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.12.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 47%|████▋     | 92/195 [00:08<00:05, 17.74it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.12.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 47%|████▋     | 92/195 [00:08<00:05, 17.74it/s]
 49%|████▊     | 95/195 [00:08<00:06, 16.49it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.12.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 49%|████▊     | 95/195 [00:08<00:06, 16.49it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.12.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 49%|████▊     | 95/195 [00:08<00:06, 16.49it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.12.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 49%|████▊     | 95/195 [00:08<00:06, 16.49it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.12.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 49%|████▊     | 95/195 [00:08<00:06, 16.49it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.12.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 49%|████▊     | 95/195 [00:08<00:06, 16.49it/s]
 50%|█████     | 98/195 [00:08<00:05, 19.09it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.13.ln.weight", shape: (3072,), dtype: float16

 50%|█████     | 98/195 [00:08<00:05, 19.09it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.13.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 50%|█████     | 98/195 [00:08<00:05, 19.09it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.13.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 50%|█████     | 98/195 [00:08<00:05, 19.09it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.13.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 50%|█████     | 98/195 [00:08<00:05, 19.09it/s]
                                                
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.13.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 50%|█████     | 98/195 [00:08<00:05, 19.09it/s]
 52%|█████▏    | 101/195 [00:08<00:05, 18.41it/s]
                                                 
[2024-05-08 13:40:14] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.13.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 52%|█████▏    | 101/195 [00:08<00:05, 18.41it/s]
                                                 
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.13.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 52%|█████▏    | 101/195 [00:08<00:05, 18.41it/s]
                                                 
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.13.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 52%|█████▏    | 101/195 [00:08<00:05, 18.41it/s]
                                                 
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.13.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 52%|█████▏    | 101/195 [00:08<00:05, 18.41it/s]
                                                 
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.13.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 52%|█████▏    | 101/195 [00:08<00:05, 18.41it/s]
 53%|█████▎    | 104/195 [00:08<00:04, 20.26it/s]
                                                 
[2024-05-08 13:40:14] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.14.ln.weight", shape: (3072,), dtype: float16

 53%|█████▎    | 104/195 [00:08<00:04, 20.26it/s]
                                                 
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.14.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 53%|█████▎    | 104/195 [00:08<00:04, 20.26it/s]
                                                 
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.14.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 53%|█████▎    | 104/195 [00:08<00:04, 20.26it/s]
                                                 
[2024-05-08 13:40:14] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.14.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 53%|█████▎    | 104/195 [00:09<00:04, 20.26it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.14.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 53%|█████▎    | 104/195 [00:09<00:04, 20.26it/s]
 55%|█████▍    | 107/195 [00:09<00:04, 17.96it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.14.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 55%|█████▍    | 107/195 [00:09<00:04, 17.96it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.14.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 55%|█████▍    | 107/195 [00:09<00:04, 17.96it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.14.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 55%|█████▍    | 107/195 [00:09<00:04, 17.96it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.14.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 55%|█████▍    | 107/195 [00:09<00:04, 17.96it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.14.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 55%|█████▍    | 107/195 [00:09<00:04, 17.96it/s]
 56%|█████▋    | 110/195 [00:09<00:04, 20.39it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.15.ln.weight", shape: (3072,), dtype: float16

 56%|█████▋    | 110/195 [00:09<00:04, 20.39it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.15.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 56%|█████▋    | 110/195 [00:09<00:04, 20.39it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.15.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 56%|█████▋    | 110/195 [00:09<00:04, 20.39it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.15.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 56%|█████▋    | 110/195 [00:09<00:04, 20.39it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.15.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 56%|█████▋    | 110/195 [00:09<00:04, 20.39it/s]
 58%|█████▊    | 113/195 [00:09<00:04, 19.24it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.15.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 58%|█████▊    | 113/195 [00:09<00:04, 19.24it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.15.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 58%|█████▊    | 113/195 [00:09<00:04, 19.24it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.15.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 58%|█████▊    | 113/195 [00:09<00:04, 19.24it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.15.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 58%|█████▊    | 113/195 [00:09<00:04, 19.24it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.15.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 58%|█████▊    | 113/195 [00:09<00:04, 19.24it/s]
 59%|█████▉    | 116/195 [00:09<00:03, 20.94it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.16.ln.weight", shape: (3072,), dtype: float16

 59%|█████▉    | 116/195 [00:09<00:03, 20.94it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.16.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 59%|█████▉    | 116/195 [00:09<00:03, 20.94it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.16.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 59%|█████▉    | 116/195 [00:09<00:03, 20.94it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.16.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 59%|█████▉    | 116/195 [00:09<00:03, 20.94it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.16.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 59%|█████▉    | 116/195 [00:09<00:03, 20.94it/s]
 61%|██████    | 119/195 [00:09<00:04, 18.35it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.16.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 61%|██████    | 119/195 [00:09<00:04, 18.35it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.16.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 61%|██████    | 119/195 [00:09<00:04, 18.35it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.16.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 61%|██████    | 119/195 [00:09<00:04, 18.35it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.16.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 61%|██████    | 119/195 [00:09<00:04, 18.35it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.16.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 61%|██████    | 119/195 [00:09<00:04, 18.35it/s]
 63%|██████▎   | 122/195 [00:09<00:03, 20.74it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.17.ln.weight", shape: (3072,), dtype: float16

 63%|██████▎   | 122/195 [00:09<00:03, 20.74it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.17.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 63%|██████▎   | 122/195 [00:09<00:03, 20.74it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.17.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 63%|██████▎   | 122/195 [00:09<00:03, 20.74it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.17.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 63%|██████▎   | 122/195 [00:09<00:03, 20.74it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.17.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 63%|██████▎   | 122/195 [00:09<00:03, 20.74it/s]
 64%|██████▍   | 125/195 [00:09<00:03, 19.48it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.17.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 64%|██████▍   | 125/195 [00:09<00:03, 19.48it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.17.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 64%|██████▍   | 125/195 [00:09<00:03, 19.48it/s]
                                                 
[2024-05-08 13:40:15] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.17.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 64%|██████▍   | 125/195 [00:10<00:03, 19.48it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.17.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 64%|██████▍   | 125/195 [00:10<00:03, 19.48it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.17.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 64%|██████▍   | 125/195 [00:10<00:03, 19.48it/s]
 66%|██████▌   | 128/195 [00:10<00:03, 21.01it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.18.ln.weight", shape: (3072,), dtype: float16

 66%|██████▌   | 128/195 [00:10<00:03, 21.01it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.18.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 66%|██████▌   | 128/195 [00:10<00:03, 21.01it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.18.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 66%|██████▌   | 128/195 [00:10<00:03, 21.01it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.18.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 66%|██████▌   | 128/195 [00:10<00:03, 21.01it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.18.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 66%|██████▌   | 128/195 [00:10<00:03, 21.01it/s]
 67%|██████▋   | 131/195 [00:10<00:03, 18.31it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.18.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 67%|██████▋   | 131/195 [00:10<00:03, 18.31it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.18.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 67%|██████▋   | 131/195 [00:10<00:03, 18.31it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.18.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 67%|██████▋   | 131/195 [00:10<00:03, 18.31it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.18.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 67%|██████▋   | 131/195 [00:10<00:03, 18.31it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.18.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 67%|██████▋   | 131/195 [00:10<00:03, 18.31it/s]
 69%|██████▊   | 134/195 [00:10<00:02, 20.70it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.19.ln.weight", shape: (3072,), dtype: float16

 69%|██████▊   | 134/195 [00:10<00:02, 20.70it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.19.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 69%|██████▊   | 134/195 [00:10<00:02, 20.70it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.19.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 69%|██████▊   | 134/195 [00:10<00:02, 20.70it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.19.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 69%|██████▊   | 134/195 [00:10<00:02, 20.70it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.19.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 69%|██████▊   | 134/195 [00:10<00:02, 20.70it/s]
 70%|███████   | 137/195 [00:10<00:02, 19.46it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.19.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 70%|███████   | 137/195 [00:10<00:02, 19.46it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.19.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 70%|███████   | 137/195 [00:10<00:02, 19.46it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.19.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 70%|███████   | 137/195 [00:10<00:02, 19.46it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.19.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 70%|███████   | 137/195 [00:10<00:02, 19.46it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.19.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 70%|███████   | 137/195 [00:10<00:02, 19.46it/s]
 72%|███████▏  | 140/195 [00:10<00:02, 21.12it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.2.ln.weight", shape: (3072,), dtype: float16

 72%|███████▏  | 140/195 [00:10<00:02, 21.12it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.2.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 72%|███████▏  | 140/195 [00:10<00:02, 21.12it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.2.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 72%|███████▏  | 140/195 [00:10<00:02, 21.12it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.2.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 72%|███████▏  | 140/195 [00:10<00:02, 21.12it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.2.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 72%|███████▏  | 140/195 [00:10<00:02, 21.12it/s]
 73%|███████▎  | 143/195 [00:10<00:02, 18.45it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.2.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 73%|███████▎  | 143/195 [00:10<00:02, 18.45it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.2.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 73%|███████▎  | 143/195 [00:10<00:02, 18.45it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.2.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 73%|███████▎  | 143/195 [00:10<00:02, 18.45it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.2.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 73%|███████▎  | 143/195 [00:10<00:02, 18.45it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.2.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 73%|███████▎  | 143/195 [00:10<00:02, 18.45it/s]
 75%|███████▍  | 146/195 [00:10<00:02, 20.81it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.20.ln.weight", shape: (3072,), dtype: float16

 75%|███████▍  | 146/195 [00:10<00:02, 20.81it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.20.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 75%|███████▍  | 146/195 [00:11<00:02, 20.81it/s]
                                                 
[2024-05-08 13:40:16] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.20.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 75%|███████▍  | 146/195 [00:11<00:02, 20.81it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.20.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 75%|███████▍  | 146/195 [00:11<00:02, 20.81it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.20.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 75%|███████▍  | 146/195 [00:11<00:02, 20.81it/s]
 76%|███████▋  | 149/195 [00:11<00:02, 19.52it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.20.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 76%|███████▋  | 149/195 [00:11<00:02, 19.52it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.20.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 76%|███████▋  | 149/195 [00:11<00:02, 19.52it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.20.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 76%|███████▋  | 149/195 [00:11<00:02, 19.52it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.20.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 76%|███████▋  | 149/195 [00:11<00:02, 19.52it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.20.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 76%|███████▋  | 149/195 [00:11<00:02, 19.52it/s]
 78%|███████▊  | 152/195 [00:11<00:02, 21.15it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.21.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 78%|███████▊  | 152/195 [00:11<00:02, 21.15it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.21.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 78%|███████▊  | 152/195 [00:11<00:02, 21.15it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.3.ln.weight", shape: (3072,), dtype: float16

 78%|███████▊  | 152/195 [00:11<00:02, 21.15it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.3.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 78%|███████▊  | 152/195 [00:11<00:02, 21.15it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.3.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 78%|███████▊  | 152/195 [00:11<00:02, 21.15it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.3.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 78%|███████▊  | 152/195 [00:11<00:02, 21.15it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.3.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 78%|███████▊  | 152/195 [00:11<00:02, 21.15it/s]
 80%|████████  | 156/195 [00:11<00:02, 19.44it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.3.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 80%|████████  | 156/195 [00:11<00:02, 19.44it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.3.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 80%|████████  | 156/195 [00:11<00:02, 19.44it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.3.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 80%|████████  | 156/195 [00:11<00:02, 19.44it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.3.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 80%|████████  | 156/195 [00:11<00:02, 19.44it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.3.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 80%|████████  | 156/195 [00:11<00:02, 19.44it/s]
 82%|████████▏ | 159/195 [00:11<00:01, 21.55it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.4.ln.weight", shape: (3072,), dtype: float16

 82%|████████▏ | 159/195 [00:11<00:01, 21.55it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.4.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 82%|████████▏ | 159/195 [00:11<00:01, 21.55it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.4.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 82%|████████▏ | 159/195 [00:11<00:01, 21.55it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.4.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 82%|████████▏ | 159/195 [00:11<00:01, 21.55it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.4.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 82%|████████▏ | 159/195 [00:11<00:01, 21.55it/s]
 83%|████████▎ | 162/195 [00:11<00:01, 20.05it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.4.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 83%|████████▎ | 162/195 [00:11<00:01, 20.05it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.4.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 83%|████████▎ | 162/195 [00:11<00:01, 20.05it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.4.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 83%|████████▎ | 162/195 [00:11<00:01, 20.05it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.4.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 83%|████████▎ | 162/195 [00:11<00:01, 20.05it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.4.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 83%|████████▎ | 162/195 [00:11<00:01, 20.05it/s]
 85%|████████▍ | 165/195 [00:11<00:01, 21.54it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.5.ln.weight", shape: (3072,), dtype: float16

 85%|████████▍ | 165/195 [00:11<00:01, 21.54it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.5.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 85%|████████▍ | 165/195 [00:11<00:01, 21.54it/s]
                                                 
[2024-05-08 13:40:17] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.5.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 85%|████████▍ | 165/195 [00:11<00:01, 21.54it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.5.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 85%|████████▍ | 165/195 [00:12<00:01, 21.54it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.5.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 85%|████████▍ | 165/195 [00:12<00:01, 21.54it/s]
 86%|████████▌ | 168/195 [00:12<00:01, 18.73it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.5.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 86%|████████▌ | 168/195 [00:12<00:01, 18.73it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.5.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 86%|████████▌ | 168/195 [00:12<00:01, 18.73it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.5.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 86%|████████▌ | 168/195 [00:12<00:01, 18.73it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.5.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 86%|████████▌ | 168/195 [00:12<00:01, 18.73it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.5.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 86%|████████▌ | 168/195 [00:12<00:01, 18.73it/s]
 88%|████████▊ | 171/195 [00:12<00:01, 21.01it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.6.ln.weight", shape: (3072,), dtype: float16

 88%|████████▊ | 171/195 [00:12<00:01, 21.01it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.6.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 88%|████████▊ | 171/195 [00:12<00:01, 21.01it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.6.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 88%|████████▊ | 171/195 [00:12<00:01, 21.01it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.6.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 88%|████████▊ | 171/195 [00:12<00:01, 21.01it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.6.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 88%|████████▊ | 171/195 [00:12<00:01, 21.01it/s]
 89%|████████▉ | 174/195 [00:12<00:01, 19.66it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.6.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 89%|████████▉ | 174/195 [00:12<00:01, 19.66it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.6.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 89%|████████▉ | 174/195 [00:12<00:01, 19.66it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.6.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 89%|████████▉ | 174/195 [00:12<00:01, 19.66it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.6.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 89%|████████▉ | 174/195 [00:12<00:01, 19.66it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.6.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 89%|████████▉ | 174/195 [00:12<00:01, 19.66it/s]
 91%|█████████ | 177/195 [00:12<00:00, 21.26it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.7.ln.weight", shape: (3072,), dtype: float16

 91%|█████████ | 177/195 [00:12<00:00, 21.26it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.7.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 91%|█████████ | 177/195 [00:12<00:00, 21.26it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.7.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 91%|█████████ | 177/195 [00:12<00:00, 21.26it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.7.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 91%|█████████ | 177/195 [00:12<00:00, 21.26it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.7.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 91%|█████████ | 177/195 [00:12<00:00, 21.26it/s]
 92%|█████████▏| 180/195 [00:12<00:00, 18.54it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.7.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 92%|█████████▏| 180/195 [00:12<00:00, 18.54it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.7.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 92%|█████████▏| 180/195 [00:12<00:00, 18.54it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.7.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 92%|█████████▏| 180/195 [00:12<00:00, 18.54it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.7.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 92%|█████████▏| 180/195 [00:12<00:00, 18.54it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.7.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 92%|█████████▏| 180/195 [00:12<00:00, 18.54it/s]
 94%|█████████▍| 183/195 [00:12<00:00, 20.91it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.8.ln.weight", shape: (3072,), dtype: float16

 94%|█████████▍| 183/195 [00:12<00:00, 20.91it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.8.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 94%|█████████▍| 183/195 [00:12<00:00, 20.91it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.8.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 94%|█████████▍| 183/195 [00:12<00:00, 20.91it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.8.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 94%|█████████▍| 183/195 [00:12<00:00, 20.91it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.8.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 94%|█████████▍| 183/195 [00:13<00:00, 20.91it/s]
 95%|█████████▌| 186/195 [00:13<00:00, 19.59it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.8.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 95%|█████████▌| 186/195 [00:13<00:00, 19.59it/s]
                                                 
[2024-05-08 13:40:18] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.8.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 95%|█████████▌| 186/195 [00:13<00:00, 19.59it/s]
                                                 
[2024-05-08 13:40:19] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.8.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 95%|█████████▌| 186/195 [00:13<00:00, 19.59it/s]
                                                 
[2024-05-08 13:40:19] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.8.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 95%|█████████▌| 186/195 [00:13<00:00, 19.59it/s]
                                                 
[2024-05-08 13:40:19] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.8.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 95%|█████████▌| 186/195 [00:13<00:00, 19.59it/s]
 97%|█████████▋| 189/195 [00:13<00:00, 21.23it/s]
                                                 
[2024-05-08 13:40:19] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.9.ln.weight", shape: (3072,), dtype: float16

 97%|█████████▋| 189/195 [00:13<00:00, 21.23it/s]
                                                 
[2024-05-08 13:40:19] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.9.mlp.down_proj.q_weight", shape: (3072, 1024), dtype: uint32

 97%|█████████▋| 189/195 [00:13<00:00, 21.23it/s]
                                                 
[2024-05-08 13:40:19] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.9.mlp.down_proj.q_scale", shape: (3072, 256), dtype: float16

 97%|█████████▋| 189/195 [00:13<00:00, 21.23it/s]
                                                 
[2024-05-08 13:40:19] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.9.mlp.gate_up_proj.q_weight", shape: (16384, 384), dtype: uint32

 97%|█████████▋| 189/195 [00:13<00:00, 21.23it/s]
                                                 
[2024-05-08 13:40:19] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.9.mlp.gate_up_proj.q_scale", shape: (16384, 96), dtype: float16

 97%|█████████▋| 189/195 [00:13<00:00, 21.23it/s]
 98%|█████████▊| 192/195 [00:13<00:00, 18.51it/s]
                                                 
[2024-05-08 13:40:19] INFO huggingface_loader.py:174: [Not quantized] Parameter: "transformer.h.9.post_attention_layernorm.weight", shape: (3072,), dtype: float16

 98%|█████████▊| 192/195 [00:13<00:00, 18.51it/s]
                                                 
[2024-05-08 13:40:19] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.9.mixer.out_proj.q_weight", shape: (3072, 384), dtype: uint32

 98%|█████████▊| 192/195 [00:13<00:00, 18.51it/s]
                                                 
[2024-05-08 13:40:19] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.9.mixer.out_proj.q_scale", shape: (3072, 96), dtype: float16

 98%|█████████▊| 192/195 [00:13<00:00, 18.51it/s]
                                                 
[2024-05-08 13:40:19] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.9.mixer.qkv_proj.q_weight", shape: (9216, 384), dtype: uint32

 98%|█████████▊| 192/195 [00:13<00:00, 18.51it/s]
                                                 
[2024-05-08 13:40:19] INFO huggingface_loader.py:166: [Quantized] Parameter: "transformer.h.9.mixer.qkv_proj.q_scale", shape: (9216, 96), dtype: float16

 98%|█████████▊| 192/195 [00:13<00:00, 18.51it/s]
100%|██████████| 195/195 [00:13<00:00, 20.89it/s]
100%|██████████| 195/195 [00:13<00:00, 14.52it/s]
[2024-05-08 13:40:19] INFO huggingface_loader.py:196: Unloading HF weight file: /tmp/tmpy7oe9l51/repo/model-00001-of-00002.safetensors
[2024-05-08 13:40:19] INFO stats.py:76: Time usage: HF loading: 1.444 sec; Pre-quantization mapping: 5.646 sec; Quantization: 1.433 sec
[2024-05-08 13:40:19] INFO stats.py:90: RAM usage: Peak RAM: 9.262 GB. Total bytes loaded from disk: 14.235 GB
[2024-05-08 13:40:19] INFO convert_weight.py:155: Parameter size after quantization: 2.266 GB
[2024-05-08 13:40:19] INFO convert_weight.py:160: Total parameters: 3,821,079,552
[2024-05-08 13:40:19] INFO convert_weight.py:161: Bits per parameter: 5.093
[2024-05-08 13:40:19] INFO convert_weight.py:166: Saved to directory: /tmp/tmprtkty3aw

All finished, 82 total shards committed, record saved to /tmp/tmprtkty3aw/ndarray-cache.json