Hugging Face's logo

mlc-ai
/
stablelm-2-zephyr-1_6b-q0f16-MLC

MLC-LLM
web-llm
Model card Files Community
stablelm-2-zephyr-1_6b-q0f16-MLC / logs.txt
Tlopex's picture
Tlopex
Initial commit
98f4c04 verified
raw
history blame
71.1 kB
/usr/bin/python3 -m mlc_llm gen_config dist/models/stablelm-2-zephyr-1_6b --quantization q0f16 --conv-template stablelm-2 --output /tmp/tmp0hr_icqn --context-window-size 4096
[2024-05-24 18:20:49] INFO auto_config.py:115: Found model configuration: dist/models/stablelm-2-zephyr-1_6b/config.json
[2024-05-24 18:20:49] INFO auto_config.py:153: Found model type: stablelm. Use `--model-type` to override.
[2024-05-24 18:20:49] INFO stablelm_model.py:49: context_window_size not found in config.json. Falling back to max_position_embeddings (4096)
[2024-05-24 18:20:49] INFO stablelm_model.py:66: prefill_chunk_size defaults to 2048
[2024-05-24 18:20:49] INFO config.py:106: Overriding context_window_size from 4096 to 4096
[2024-05-24 18:20:49] INFO config.py:106: Overriding max_batch_size from 1 to 80
[2024-05-24 18:20:49] INFO gen_config.py:255: [generation_config.json] Setting bos_token_id: 100257
[2024-05-24 18:20:49] INFO gen_config.py:255: [generation_config.json] Setting eos_token_id: 100257
[2024-05-24 18:20:49] INFO gen_config.py:269: Not found tokenizer config: dist/models/stablelm-2-zephyr-1_6b/tokenizer.model
[2024-05-24 18:20:49] INFO gen_config.py:267: Found tokenizer config: dist/models/stablelm-2-zephyr-1_6b/tokenizer.json. Copying to /tmp/tmp0hr_icqn/tokenizer.json
[2024-05-24 18:20:49] INFO gen_config.py:267: Found tokenizer config: dist/models/stablelm-2-zephyr-1_6b/vocab.json. Copying to /tmp/tmp0hr_icqn/vocab.json
[2024-05-24 18:20:49] INFO gen_config.py:267: Found tokenizer config: dist/models/stablelm-2-zephyr-1_6b/merges.txt. Copying to /tmp/tmp0hr_icqn/merges.txt
[2024-05-24 18:20:49] INFO gen_config.py:269: Not found tokenizer config: dist/models/stablelm-2-zephyr-1_6b/added_tokens.json
[2024-05-24 18:20:49] INFO gen_config.py:267: Found tokenizer config: dist/models/stablelm-2-zephyr-1_6b/tokenizer_config.json. Copying to /tmp/tmp0hr_icqn/tokenizer_config.json
[2024-05-24 18:20:49] INFO gen_config.py:80: [System default] Setting pad_token_id: 0
[2024-05-24 18:20:49] INFO gen_config.py:80: [System default] Setting temperature: 0.7
[2024-05-24 18:20:49] INFO gen_config.py:80: [System default] Setting presence_penalty: 0.0
[2024-05-24 18:20:49] INFO gen_config.py:80: [System default] Setting frequency_penalty: 0.0
[2024-05-24 18:20:49] INFO gen_config.py:80: [System default] Setting repetition_penalty: 1.0
[2024-05-24 18:20:49] INFO gen_config.py:80: [System default] Setting top_p: 0.95
[2024-05-24 18:20:49] INFO gen_config.py:80: [System default] Setting mean_gen_len: 128
[2024-05-24 18:20:49] INFO gen_config.py:80: [System default] Setting max_gen_len: 512
[2024-05-24 18:20:49] INFO gen_config.py:80: [System default] Setting shift_fill_factor: 0.3
[2024-05-24 18:20:49] INFO gen_config.py:335: Dumping configuration file to: /tmp/tmp0hr_icqn/mlc-chat-config.json
/usr/bin/python3 -m mlc_llm convert_weight dist/models/stablelm-2-zephyr-1_6b --quantization q0f16 --source-format auto --output /tmp/tmp0hr_icqn
[2024-05-24 18:20:50] INFO auto_config.py:115: Found model configuration: dist/models/stablelm-2-zephyr-1_6b/config.json
[2024-05-24 18:20:53] INFO auto_device.py:79: Found device: cuda:0
[2024-05-24 18:20:54] INFO auto_device.py:88: Not found device: rocm:0
[2024-05-24 18:20:55] INFO auto_device.py:88: Not found device: metal:0
[2024-05-24 18:20:56] INFO auto_device.py:88: Not found device: vulkan:0
[2024-05-24 18:20:56] INFO auto_device.py:88: Not found device: opencl:0
[2024-05-24 18:20:56] INFO auto_device.py:35: Using device: cuda:0
[2024-05-24 18:20:56] INFO auto_weight.py:70: Finding weights in: dist/models/stablelm-2-zephyr-1_6b
[2024-05-24 18:20:56] INFO auto_weight.py:136: Not found Huggingface PyTorch
[2024-05-24 18:20:56] INFO auto_weight.py:143: Found source weight format: huggingface-safetensor. Source configuration: dist/models/stablelm-2-zephyr-1_6b/model.safetensors.index.json
[2024-05-24 18:20:56] INFO auto_weight.py:106: Using source weight configuration: dist/models/stablelm-2-zephyr-1_6b/model.safetensors.index.json. Use `--source` to override.
[2024-05-24 18:20:56] INFO auto_weight.py:110: Using source weight format: huggingface-safetensor. Use `--source-format` to override.
[2024-05-24 18:20:56] INFO auto_config.py:153: Found model type: stablelm. Use `--model-type` to override.
[2024-05-24 18:20:56] INFO stablelm_model.py:49: context_window_size not found in config.json. Falling back to max_position_embeddings (4096)
[2024-05-24 18:20:56] INFO stablelm_model.py:66: prefill_chunk_size defaults to 2048
Weight conversion with arguments:
--config dist/models/stablelm-2-zephyr-1_6b/config.json
--quantization NoQuantize(name='q0f16', kind='no-quant', model_dtype='float16')
--model-type stablelm
--device cuda:0
--source dist/models/stablelm-2-zephyr-1_6b/model.safetensors.index.json
--source-format huggingface-safetensor
--output /tmp/tmp0hr_icqn
Start storing to cache /tmp/tmp0hr_icqn
0%| | 0/220 [00:00<?, ?it/s] [2024-05-24 18:20:58] INFO huggingface_loader.py:184: Loading HF parameters from: dist/models/stablelm-2-zephyr-1_6b/model.safetensors
0%| | 0/220 [00:00<?, ?it/s] [2024-05-24 18:20:59] INFO huggingface_loader.py:174: [Not quantized] Parameter: "lm_head.weight", shape: (100352, 2048), dtype: float16
0%| | 0/220 [00:01<?, ?it/s] 0%| | 1/220 [00:02<09:48, 2.69s/it] [2024-05-24 18:21:01] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.embed_tokens.weight", shape: (100352, 2048), dtype: float16
0%| | 1/220 [00:02<09:48, 2.69s/it] 1%| | 2/220 [00:04<07:29, 2.06s/it] [2024-05-24 18:21:02] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.0.input_layernorm.bias", shape: (2048,), dtype: float16
1%| | 2/220 [00:04<07:29, 2.06s/it] [2024-05-24 18:21:02] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.0.input_layernorm.weight", shape: (2048,), dtype: float16
1%| | 2/220 [00:04<07:29, 2.06s/it] [2024-05-24 18:21:02] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.0.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
1%| | 2/220 [00:04<07:29, 2.06s/it] [2024-05-24 18:21:02] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.0.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
1%| | 2/220 [00:04<07:29, 2.06s/it] 3%|▎ | 6/220 [00:04<01:52, 1.91it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.0.post_attention_layernorm.bias", shape: (2048,), dtype: float16
3%|▎ | 6/220 [00:04<01:52, 1.91it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.0.post_attention_layernorm.weight", shape: (2048,), dtype: float16
3%|▎ | 6/220 [00:04<01:52, 1.91it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.0.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
3%|▎ | 6/220 [00:04<01:52, 1.91it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.0.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
3%|▎ | 6/220 [00:04<01:52, 1.91it/s] 5%|▍ | 10/220 [00:04<00:55, 3.78it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.0.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
5%|▍ | 10/220 [00:04<00:55, 3.78it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.1.input_layernorm.bias", shape: (2048,), dtype: float16
5%|▍ | 10/220 [00:04<00:55, 3.78it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.1.input_layernorm.weight", shape: (2048,), dtype: float16
5%|▍ | 10/220 [00:04<00:55, 3.78it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.1.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
5%|▍ | 10/220 [00:04<00:55, 3.78it/s] 6%|▋ | 14/220 [00:04<00:33, 6.17it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.1.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
6%|▋ | 14/220 [00:04<00:33, 6.17it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.1.post_attention_layernorm.bias", shape: (2048,), dtype: float16
6%|▋ | 14/220 [00:04<00:33, 6.17it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.1.post_attention_layernorm.weight", shape: (2048,), dtype: float16
6%|▋ | 14/220 [00:04<00:33, 6.17it/s] 8%|▊ | 17/220 [00:04<00:26, 7.58it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.1.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
8%|▊ | 17/220 [00:04<00:26, 7.58it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.1.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
8%|▊ | 17/220 [00:05<00:26, 7.58it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.1.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
8%|▊ | 17/220 [00:05<00:26, 7.58it/s] 9%|▉ | 20/220 [00:05<00:22, 9.05it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.10.input_layernorm.bias", shape: (2048,), dtype: float16
9%|▉ | 20/220 [00:05<00:22, 9.05it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.10.input_layernorm.weight", shape: (2048,), dtype: float16
9%|▉ | 20/220 [00:05<00:22, 9.05it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.10.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
9%|▉ | 20/220 [00:05<00:22, 9.05it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.10.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
9%|▉ | 20/220 [00:05<00:22, 9.05it/s] 11%|█ | 24/220 [00:05<00:18, 10.85it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.10.post_attention_layernorm.bias", shape: (2048,), dtype: float16
11%|█ | 24/220 [00:05<00:18, 10.85it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.10.post_attention_layernorm.weight", shape: (2048,), dtype: float16
11%|█ | 24/220 [00:05<00:18, 10.85it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.10.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
11%|█ | 24/220 [00:05<00:18, 10.85it/s] [2024-05-24 18:21:03] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.10.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
11%|█ | 24/220 [00:05<00:18, 10.85it/s] 13%|█▎ | 28/220 [00:05<00:13, 14.40it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.10.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
13%|█▎ | 28/220 [00:05<00:13, 14.40it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.11.input_layernorm.bias", shape: (2048,), dtype: float16
13%|█▎ | 28/220 [00:05<00:13, 14.40it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.11.input_layernorm.weight", shape: (2048,), dtype: float16
13%|█▎ | 28/220 [00:05<00:13, 14.40it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.11.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
13%|█▎ | 28/220 [00:05<00:13, 14.40it/s] 15%|█▍ | 32/220 [00:05<00:10, 17.43it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.11.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
15%|█▍ | 32/220 [00:05<00:10, 17.43it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.11.post_attention_layernorm.bias", shape: (2048,), dtype: float16
15%|█▍ | 32/220 [00:05<00:10, 17.43it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.11.post_attention_layernorm.weight", shape: (2048,), dtype: float16
15%|█▍ | 32/220 [00:05<00:10, 17.43it/s] 16%|█▌ | 35/220 [00:05<00:11, 16.76it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.11.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
16%|█▌ | 35/220 [00:05<00:11, 16.76it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.11.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
16%|█▌ | 35/220 [00:05<00:11, 16.76it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.11.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
16%|█▌ | 35/220 [00:05<00:11, 16.76it/s] 17%|█▋ | 38/220 [00:06<00:10, 16.59it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.12.input_layernorm.bias", shape: (2048,), dtype: float16
17%|█▋ | 38/220 [00:06<00:10, 16.59it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.12.input_layernorm.weight", shape: (2048,), dtype: float16
17%|█▋ | 38/220 [00:06<00:10, 16.59it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.12.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
17%|█▋ | 38/220 [00:06<00:10, 16.59it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.12.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
17%|█▋ | 38/220 [00:06<00:10, 16.59it/s] 19%|█▉ | 42/220 [00:06<00:10, 16.62it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.12.post_attention_layernorm.bias", shape: (2048,), dtype: float16
19%|█▉ | 42/220 [00:06<00:10, 16.62it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.12.post_attention_layernorm.weight", shape: (2048,), dtype: float16
19%|█▉ | 42/220 [00:06<00:10, 16.62it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.12.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
19%|█▉ | 42/220 [00:06<00:10, 16.62it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.12.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
19%|█▉ | 42/220 [00:06<00:10, 16.62it/s] 21%|██ | 46/220 [00:06<00:08, 20.27it/s] [2024-05-24 18:21:04] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.12.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
21%|██ | 46/220 [00:06<00:08, 20.27it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.13.input_layernorm.bias", shape: (2048,), dtype: float16
21%|██ | 46/220 [00:06<00:08, 20.27it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.13.input_layernorm.weight", shape: (2048,), dtype: float16
21%|██ | 46/220 [00:06<00:08, 20.27it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.13.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
21%|██ | 46/220 [00:06<00:08, 20.27it/s] 23%|██▎ | 50/220 [00:06<00:07, 22.69it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.13.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
23%|██▎ | 50/220 [00:06<00:07, 22.69it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.13.post_attention_layernorm.bias", shape: (2048,), dtype: float16
23%|██▎ | 50/220 [00:06<00:07, 22.69it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.13.post_attention_layernorm.weight", shape: (2048,), dtype: float16
23%|██▎ | 50/220 [00:06<00:07, 22.69it/s] 24%|██▍ | 53/220 [00:06<00:08, 20.01it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.13.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
24%|██▍ | 53/220 [00:06<00:08, 20.01it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.13.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
24%|██▍ | 53/220 [00:06<00:08, 20.01it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.13.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
24%|██▍ | 53/220 [00:06<00:08, 20.01it/s] 25%|██▌ | 56/220 [00:06<00:08, 18.80it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.14.input_layernorm.bias", shape: (2048,), dtype: float16
25%|██▌ | 56/220 [00:06<00:08, 18.80it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.14.input_layernorm.weight", shape: (2048,), dtype: float16
25%|██▌ | 56/220 [00:06<00:08, 18.80it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.14.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
25%|██▌ | 56/220 [00:06<00:08, 18.80it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.14.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
25%|██▌ | 56/220 [00:06<00:08, 18.80it/s] 27%|██▋ | 60/220 [00:07<00:08, 18.03it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.14.post_attention_layernorm.bias", shape: (2048,), dtype: float16
27%|██▋ | 60/220 [00:07<00:08, 18.03it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.14.post_attention_layernorm.weight", shape: (2048,), dtype: float16
27%|██▋ | 60/220 [00:07<00:08, 18.03it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.14.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
27%|██▋ | 60/220 [00:07<00:08, 18.03it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.14.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
27%|██▋ | 60/220 [00:07<00:08, 18.03it/s] 29%|██▉ | 64/220 [00:07<00:07, 21.70it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.14.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
29%|██▉ | 64/220 [00:07<00:07, 21.70it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.15.input_layernorm.bias", shape: (2048,), dtype: float16
29%|██▉ | 64/220 [00:07<00:07, 21.70it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.15.input_layernorm.weight", shape: (2048,), dtype: float16
29%|██▉ | 64/220 [00:07<00:07, 21.70it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.15.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
29%|██▉ | 64/220 [00:07<00:07, 21.70it/s] 31%|███ | 68/220 [00:07<00:06, 23.84it/s] [2024-05-24 18:21:05] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.15.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
31%|███ | 68/220 [00:07<00:06, 23.84it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.15.post_attention_layernorm.bias", shape: (2048,), dtype: float16
31%|███ | 68/220 [00:07<00:06, 23.84it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.15.post_attention_layernorm.weight", shape: (2048,), dtype: float16
31%|███ | 68/220 [00:07<00:06, 23.84it/s] 32%|███▏ | 71/220 [00:07<00:07, 20.81it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.15.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
32%|███▏ | 71/220 [00:07<00:07, 20.81it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.15.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
32%|███▏ | 71/220 [00:07<00:07, 20.81it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.15.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
32%|███▏ | 71/220 [00:07<00:07, 20.81it/s] 34%|███▎ | 74/220 [00:07<00:07, 19.25it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.16.input_layernorm.bias", shape: (2048,), dtype: float16
34%|███▎ | 74/220 [00:07<00:07, 19.25it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.16.input_layernorm.weight", shape: (2048,), dtype: float16
34%|███▎ | 74/220 [00:07<00:07, 19.25it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.16.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
34%|███▎ | 74/220 [00:07<00:07, 19.25it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.16.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
34%|███▎ | 74/220 [00:07<00:07, 19.25it/s] 35%|███▌ | 78/220 [00:08<00:07, 18.30it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.16.post_attention_layernorm.bias", shape: (2048,), dtype: float16
35%|███▌ | 78/220 [00:08<00:07, 18.30it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.16.post_attention_layernorm.weight", shape: (2048,), dtype: float16
35%|███▌ | 78/220 [00:08<00:07, 18.30it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.16.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
35%|███▌ | 78/220 [00:08<00:07, 18.30it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.16.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
35%|███▌ | 78/220 [00:08<00:07, 18.30it/s] 37%|███▋ | 82/220 [00:08<00:06, 21.96it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.16.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
37%|███▋ | 82/220 [00:08<00:06, 21.96it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.17.input_layernorm.bias", shape: (2048,), dtype: float16
37%|███▋ | 82/220 [00:08<00:06, 21.96it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.17.input_layernorm.weight", shape: (2048,), dtype: float16
37%|███▋ | 82/220 [00:08<00:06, 21.96it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.17.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
37%|███▋ | 82/220 [00:08<00:06, 21.96it/s] 39%|███▉ | 86/220 [00:08<00:05, 24.08it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.17.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
39%|███▉ | 86/220 [00:08<00:05, 24.08it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.17.post_attention_layernorm.bias", shape: (2048,), dtype: float16
39%|███▉ | 86/220 [00:08<00:05, 24.08it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.17.post_attention_layernorm.weight", shape: (2048,), dtype: float16
39%|███▉ | 86/220 [00:08<00:05, 24.08it/s] 40%|████ | 89/220 [00:08<00:06, 20.96it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.17.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
40%|████ | 89/220 [00:08<00:06, 20.96it/s] [2024-05-24 18:21:06] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.17.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
40%|████ | 89/220 [00:08<00:06, 20.96it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.17.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
40%|████ | 89/220 [00:08<00:06, 20.96it/s] 42%|████▏ | 92/220 [00:08<00:06, 19.43it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.18.input_layernorm.bias", shape: (2048,), dtype: float16
42%|████▏ | 92/220 [00:08<00:06, 19.43it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.18.input_layernorm.weight", shape: (2048,), dtype: float16
42%|████▏ | 92/220 [00:08<00:06, 19.43it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.18.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
42%|████▏ | 92/220 [00:08<00:06, 19.43it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.18.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
42%|████▏ | 92/220 [00:08<00:06, 19.43it/s] 44%|████▎ | 96/220 [00:08<00:06, 18.40it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.18.post_attention_layernorm.bias", shape: (2048,), dtype: float16
44%|████▎ | 96/220 [00:08<00:06, 18.40it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.18.post_attention_layernorm.weight", shape: (2048,), dtype: float16
44%|████▎ | 96/220 [00:08<00:06, 18.40it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.18.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
44%|████▎ | 96/220 [00:08<00:06, 18.40it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.18.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
44%|████▎ | 96/220 [00:08<00:06, 18.40it/s] 45%|████▌ | 100/220 [00:08<00:05, 22.05it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.18.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
45%|████▌ | 100/220 [00:08<00:05, 22.05it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.19.input_layernorm.bias", shape: (2048,), dtype: float16
45%|████▌ | 100/220 [00:09<00:05, 22.05it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.19.input_layernorm.weight", shape: (2048,), dtype: float16
45%|████▌ | 100/220 [00:09<00:05, 22.05it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.19.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
45%|████▌ | 100/220 [00:09<00:05, 22.05it/s] 47%|████▋ | 104/220 [00:09<00:04, 24.17it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.19.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
47%|████▋ | 104/220 [00:09<00:04, 24.17it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.19.post_attention_layernorm.bias", shape: (2048,), dtype: float16
47%|████▋ | 104/220 [00:09<00:04, 24.17it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.19.post_attention_layernorm.weight", shape: (2048,), dtype: float16
47%|████▋ | 104/220 [00:09<00:04, 24.17it/s] 49%|████▊ | 107/220 [00:09<00:05, 21.02it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.19.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
49%|████▊ | 107/220 [00:09<00:05, 21.02it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.19.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
49%|████▊ | 107/220 [00:09<00:05, 21.02it/s] [2024-05-24 18:21:07] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.19.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
49%|████▊ | 107/220 [00:09<00:05, 21.02it/s] 50%|█████ | 110/220 [00:09<00:05, 19.45it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.2.input_layernorm.bias", shape: (2048,), dtype: float16
50%|█████ | 110/220 [00:09<00:05, 19.45it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.2.input_layernorm.weight", shape: (2048,), dtype: float16
50%|█████ | 110/220 [00:09<00:05, 19.45it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.2.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
50%|█████ | 110/220 [00:09<00:05, 19.45it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.2.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
50%|█████ | 110/220 [00:09<00:05, 19.45it/s] 52%|█████▏ | 114/220 [00:09<00:05, 18.32it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.2.post_attention_layernorm.bias", shape: (2048,), dtype: float16
52%|█████▏ | 114/220 [00:09<00:05, 18.32it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.2.post_attention_layernorm.weight", shape: (2048,), dtype: float16
52%|█████▏ | 114/220 [00:09<00:05, 18.32it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.2.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
52%|█████▏ | 114/220 [00:09<00:05, 18.32it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.2.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
52%|█████▏ | 114/220 [00:09<00:05, 18.32it/s] 54%|█████▎ | 118/220 [00:09<00:04, 21.97it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.2.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
54%|█████▎ | 118/220 [00:09<00:04, 21.97it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.20.input_layernorm.bias", shape: (2048,), dtype: float16
54%|█████▎ | 118/220 [00:09<00:04, 21.97it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.20.input_layernorm.weight", shape: (2048,), dtype: float16
54%|█████▎ | 118/220 [00:09<00:04, 21.97it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.20.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
54%|█████▎ | 118/220 [00:09<00:04, 21.97it/s] 55%|█████▌ | 122/220 [00:09<00:04, 24.19it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.20.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
55%|█████▌ | 122/220 [00:10<00:04, 24.19it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.20.post_attention_layernorm.bias", shape: (2048,), dtype: float16
55%|█████▌ | 122/220 [00:10<00:04, 24.19it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.20.post_attention_layernorm.weight", shape: (2048,), dtype: float16
55%|█████▌ | 122/220 [00:10<00:04, 24.19it/s] 57%|█████▋ | 125/220 [00:10<00:04, 21.14it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.20.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
57%|█████▋ | 125/220 [00:10<00:04, 21.14it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.20.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
57%|█████▋ | 125/220 [00:10<00:04, 21.14it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.20.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
57%|█████▋ | 125/220 [00:10<00:04, 21.14it/s] 58%|█████▊ | 128/220 [00:10<00:04, 19.55it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.21.input_layernorm.bias", shape: (2048,), dtype: float16
58%|█████▊ | 128/220 [00:10<00:04, 19.55it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.21.input_layernorm.weight", shape: (2048,), dtype: float16
58%|█████▊ | 128/220 [00:10<00:04, 19.55it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.21.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
58%|█████▊ | 128/220 [00:10<00:04, 19.55it/s] [2024-05-24 18:21:08] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.21.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
58%|█████▊ | 128/220 [00:10<00:04, 19.55it/s] 60%|██████ | 132/220 [00:10<00:04, 18.48it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.21.post_attention_layernorm.bias", shape: (2048,), dtype: float16
60%|██████ | 132/220 [00:10<00:04, 18.48it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.21.post_attention_layernorm.weight", shape: (2048,), dtype: float16
60%|██████ | 132/220 [00:10<00:04, 18.48it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.21.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
60%|██████ | 132/220 [00:10<00:04, 18.48it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.21.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
60%|██████ | 132/220 [00:10<00:04, 18.48it/s] 62%|██████▏ | 136/220 [00:10<00:03, 22.05it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.21.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
62%|██████▏ | 136/220 [00:10<00:03, 22.05it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.22.input_layernorm.bias", shape: (2048,), dtype: float16
62%|██████▏ | 136/220 [00:10<00:03, 22.05it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.22.input_layernorm.weight", shape: (2048,), dtype: float16
62%|██████▏ | 136/220 [00:10<00:03, 22.05it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.22.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
62%|██████▏ | 136/220 [00:10<00:03, 22.05it/s] 64%|██████▎ | 140/220 [00:10<00:03, 24.17it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.22.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
64%|██████▎ | 140/220 [00:10<00:03, 24.17it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.22.post_attention_layernorm.bias", shape: (2048,), dtype: float16
64%|██████▎ | 140/220 [00:11<00:03, 24.17it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.22.post_attention_layernorm.weight", shape: (2048,), dtype: float16
64%|██████▎ | 140/220 [00:11<00:03, 24.17it/s] 65%|██████▌ | 143/220 [00:11<00:03, 21.03it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.22.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
65%|██████▌ | 143/220 [00:11<00:03, 21.03it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.22.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
65%|██████▌ | 143/220 [00:11<00:03, 21.03it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.22.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
65%|██████▌ | 143/220 [00:11<00:03, 21.03it/s] 66%|██████▋ | 146/220 [00:11<00:03, 19.45it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.23.input_layernorm.bias", shape: (2048,), dtype: float16
66%|██████▋ | 146/220 [00:11<00:03, 19.45it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.23.input_layernorm.weight", shape: (2048,), dtype: float16
66%|██████▋ | 146/220 [00:11<00:03, 19.45it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.23.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
66%|██████▋ | 146/220 [00:11<00:03, 19.45it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.23.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
66%|██████▋ | 146/220 [00:11<00:03, 19.45it/s] 68%|██████▊ | 150/220 [00:11<00:03, 18.35it/s] [2024-05-24 18:21:09] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.23.post_attention_layernorm.bias", shape: (2048,), dtype: float16
68%|██████▊ | 150/220 [00:11<00:03, 18.35it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.23.post_attention_layernorm.weight", shape: (2048,), dtype: float16
68%|██████▊ | 150/220 [00:11<00:03, 18.35it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.23.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
68%|██████▊ | 150/220 [00:11<00:03, 18.35it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.23.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
68%|██████▊ | 150/220 [00:11<00:03, 18.35it/s] 70%|███████ | 154/220 [00:11<00:03, 22.00it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.23.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
70%|███████ | 154/220 [00:11<00:03, 22.00it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.3.input_layernorm.bias", shape: (2048,), dtype: float16
70%|███████ | 154/220 [00:11<00:03, 22.00it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.3.input_layernorm.weight", shape: (2048,), dtype: float16
70%|███████ | 154/220 [00:11<00:03, 22.00it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.3.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
70%|███████ | 154/220 [00:11<00:03, 22.00it/s] 72%|███████▏ | 158/220 [00:11<00:02, 24.12it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.3.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
72%|███████▏ | 158/220 [00:11<00:02, 24.12it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.3.post_attention_layernorm.bias", shape: (2048,), dtype: float16
72%|███████▏ | 158/220 [00:11<00:02, 24.12it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.3.post_attention_layernorm.weight", shape: (2048,), dtype: float16
72%|███████▏ | 158/220 [00:11<00:02, 24.12it/s] 73%|███████▎ | 161/220 [00:11<00:02, 20.97it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.3.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
73%|███████▎ | 161/220 [00:11<00:02, 20.97it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.3.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
73%|███████▎ | 161/220 [00:11<00:02, 20.97it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.3.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
73%|███████▎ | 161/220 [00:12<00:02, 20.97it/s] 75%|███████▍ | 164/220 [00:12<00:02, 19.43it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.4.input_layernorm.bias", shape: (2048,), dtype: float16
75%|███████▍ | 164/220 [00:12<00:02, 19.43it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.4.input_layernorm.weight", shape: (2048,), dtype: float16
75%|███████▍ | 164/220 [00:12<00:02, 19.43it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.4.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
75%|███████▍ | 164/220 [00:12<00:02, 19.43it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.4.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
75%|███████▍ | 164/220 [00:12<00:02, 19.43it/s] 76%|███████▋ | 168/220 [00:12<00:02, 18.41it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.4.post_attention_layernorm.bias", shape: (2048,), dtype: float16
76%|███████▋ | 168/220 [00:12<00:02, 18.41it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.4.post_attention_layernorm.weight", shape: (2048,), dtype: float16
76%|███████▋ | 168/220 [00:12<00:02, 18.41it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.4.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
76%|███████▋ | 168/220 [00:12<00:02, 18.41it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.4.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
76%|███████▋ | 168/220 [00:12<00:02, 18.41it/s] 78%|███████▊ | 172/220 [00:12<00:02, 22.05it/s] [2024-05-24 18:21:10] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.4.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
78%|███████▊ | 172/220 [00:12<00:02, 22.05it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.5.input_layernorm.bias", shape: (2048,), dtype: float16
78%|███████▊ | 172/220 [00:12<00:02, 22.05it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.5.input_layernorm.weight", shape: (2048,), dtype: float16
78%|███████▊ | 172/220 [00:12<00:02, 22.05it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.5.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
78%|███████▊ | 172/220 [00:12<00:02, 22.05it/s] 80%|████████ | 176/220 [00:12<00:01, 24.15it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.5.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
80%|████████ | 176/220 [00:12<00:01, 24.15it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.5.post_attention_layernorm.bias", shape: (2048,), dtype: float16
80%|████████ | 176/220 [00:12<00:01, 24.15it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.5.post_attention_layernorm.weight", shape: (2048,), dtype: float16
80%|████████ | 176/220 [00:12<00:01, 24.15it/s] 81%|████████▏ | 179/220 [00:12<00:01, 20.85it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.5.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
81%|████████▏ | 179/220 [00:12<00:01, 20.85it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.5.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
81%|████████▏ | 179/220 [00:12<00:01, 20.85it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.5.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
81%|████████▏ | 179/220 [00:12<00:01, 20.85it/s] 83%|████████▎ | 182/220 [00:12<00:01, 19.35it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.6.input_layernorm.bias", shape: (2048,), dtype: float16
83%|████████▎ | 182/220 [00:12<00:01, 19.35it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.6.input_layernorm.weight", shape: (2048,), dtype: float16
83%|████████▎ | 182/220 [00:12<00:01, 19.35it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.6.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
83%|████████▎ | 182/220 [00:12<00:01, 19.35it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.6.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
83%|████████▎ | 182/220 [00:13<00:01, 19.35it/s] 85%|████████▍ | 186/220 [00:13<00:01, 18.36it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.6.post_attention_layernorm.bias", shape: (2048,), dtype: float16
85%|████████▍ | 186/220 [00:13<00:01, 18.36it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.6.post_attention_layernorm.weight", shape: (2048,), dtype: float16
85%|████████▍ | 186/220 [00:13<00:01, 18.36it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.6.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
85%|████████▍ | 186/220 [00:13<00:01, 18.36it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.6.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
85%|████████▍ | 186/220 [00:13<00:01, 18.36it/s] 86%|████████▋ | 190/220 [00:13<00:01, 22.01it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.6.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
86%|████████▋ | 190/220 [00:13<00:01, 22.01it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.7.input_layernorm.bias", shape: (2048,), dtype: float16
86%|████████▋ | 190/220 [00:13<00:01, 22.01it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.7.input_layernorm.weight", shape: (2048,), dtype: float16
86%|████████▋ | 190/220 [00:13<00:01, 22.01it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.7.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
86%|████████▋ | 190/220 [00:13<00:01, 22.01it/s] 88%|████████▊ | 194/220 [00:13<00:01, 24.12it/s] [2024-05-24 18:21:11] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.7.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
88%|████████▊ | 194/220 [00:13<00:01, 24.12it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.7.post_attention_layernorm.bias", shape: (2048,), dtype: float16
88%|████████▊ | 194/220 [00:13<00:01, 24.12it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.7.post_attention_layernorm.weight", shape: (2048,), dtype: float16
88%|████████▊ | 194/220 [00:13<00:01, 24.12it/s] 90%|████████▉ | 197/220 [00:13<00:01, 20.97it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.7.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
90%|████████▉ | 197/220 [00:13<00:01, 20.97it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.7.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
90%|████████▉ | 197/220 [00:13<00:01, 20.97it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.7.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
90%|████████▉ | 197/220 [00:13<00:01, 20.97it/s] 91%|█████████ | 200/220 [00:13<00:01, 19.43it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.8.input_layernorm.bias", shape: (2048,), dtype: float16
91%|█████████ | 200/220 [00:13<00:01, 19.43it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.8.input_layernorm.weight", shape: (2048,), dtype: float16
91%|█████████ | 200/220 [00:13<00:01, 19.43it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.8.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
91%|█████████ | 200/220 [00:13<00:01, 19.43it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.8.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
91%|█████████ | 200/220 [00:13<00:01, 19.43it/s] 93%|█████████▎| 204/220 [00:14<00:00, 18.40it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.8.post_attention_layernorm.bias", shape: (2048,), dtype: float16
93%|█████████▎| 204/220 [00:14<00:00, 18.40it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.8.post_attention_layernorm.weight", shape: (2048,), dtype: float16
93%|█████████▎| 204/220 [00:14<00:00, 18.40it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.8.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
93%|█████████▎| 204/220 [00:14<00:00, 18.40it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.8.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
93%|█████████▎| 204/220 [00:14<00:00, 18.40it/s] 95%|█████████▍| 208/220 [00:14<00:00, 22.06it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.8.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
95%|█████████▍| 208/220 [00:14<00:00, 22.06it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.9.input_layernorm.bias", shape: (2048,), dtype: float16
95%|█████████▍| 208/220 [00:14<00:00, 22.06it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.9.input_layernorm.weight", shape: (2048,), dtype: float16
95%|█████████▍| 208/220 [00:14<00:00, 22.06it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.9.mlp.down_proj.weight", shape: (2048, 5632), dtype: float16
95%|█████████▍| 208/220 [00:14<00:00, 22.06it/s] 96%|█████████▋| 212/220 [00:14<00:00, 24.19it/s] [2024-05-24 18:21:12] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.9.mlp.gate_up_proj.weight", shape: (11264, 2048), dtype: float16
96%|█████████▋| 212/220 [00:14<00:00, 24.19it/s] [2024-05-24 18:21:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.9.post_attention_layernorm.bias", shape: (2048,), dtype: float16
96%|█████████▋| 212/220 [00:14<00:00, 24.19it/s] [2024-05-24 18:21:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.9.post_attention_layernorm.weight", shape: (2048,), dtype: float16
96%|█████████▋| 212/220 [00:14<00:00, 24.19it/s] 98%|█████████▊| 215/220 [00:14<00:00, 20.90it/s] [2024-05-24 18:21:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.9.self_attn.qkv_proj.bias", shape: (6144,), dtype: float16
98%|█████████▊| 215/220 [00:14<00:00, 20.90it/s] [2024-05-24 18:21:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.9.self_attn.qkv_proj.weight", shape: (6144, 2048), dtype: float16
98%|█████████▊| 215/220 [00:14<00:00, 20.90it/s] [2024-05-24 18:21:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.layers.9.self_attn.o_proj.weight", shape: (2048, 2048), dtype: float16
98%|█████████▊| 215/220 [00:14<00:00, 20.90it/s] 99%|█████████▉| 218/220 [00:14<00:00, 19.22it/s] [2024-05-24 18:21:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.norm.bias", shape: (2048,), dtype: float16
99%|█████████▉| 218/220 [00:14<00:00, 19.22it/s] [2024-05-24 18:21:13] INFO huggingface_loader.py:174: [Not quantized] Parameter: "model.norm.weight", shape: (2048,), dtype: float16
99%|█████████▉| 218/220 [00:14<00:00, 19.22it/s] 100%|██████████| 220/220 [00:14<00:00, 14.98it/s]
[2024-05-24 18:21:13] INFO huggingface_loader.py:196: Unloading HF weight file: dist/models/stablelm-2-zephyr-1_6b/model.safetensors
[2024-05-24 18:21:13] INFO stats.py:76: Time usage: HF loading: 1.016 sec; Pre-quantization mapping: 1.243 sec; Quantization: 0.000 sec
[2024-05-24 18:21:13] INFO stats.py:90: RAM usage: Peak RAM: 3.063 GB. Total bytes loaded from disk: 3.063 GB
[2024-05-24 18:21:13] INFO convert_weight.py:155: Parameter size after quantization: 3.063 GB
[2024-05-24 18:21:13] INFO convert_weight.py:160: Total parameters: 1,644,515,328
[2024-05-24 18:21:13] INFO convert_weight.py:161: Bits per parameter: 16.000
[2024-05-24 18:21:13] INFO convert_weight.py:166: Saved to directory: /tmp/tmp0hr_icqn
All finished, 75 total shards committed, record saved to /tmp/tmp0hr_icqn/ndarray-cache.json