diff --git "a/logs.txt" "b/logs.txt"
new file mode 100644--- /dev/null
+++ "b/logs.txt"
@@ -0,0 +1,406 @@
+/home/cfruan/.conda/envs/mlc-source-311/bin/python -m mlc_chat gen_config /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5 --quantization q4f16_1 --conv-template phi-2 --output /tmp/tmpxe445xtc
+[2023-12-28 23:33:19] INFO auto_config.py:115: Found model configuration: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/config.json
+[2023-12-28 23:33:19] INFO auto_config.py:151: Found model type: phi-msft. Use `--model-type` to override.
+[2023-12-28 23:33:19] INFO phi_model.py:59: context_window_size not found in config.json. Falling back to n_positions (2048)
+[2023-12-28 23:33:19] INFO gen_config.py:129: Not found tokenizer config: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/tokenizer.model
+[2023-12-28 23:33:19] INFO gen_config.py:127: Found tokenizer config: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/tokenizer.json. Copying to /tmp/tmpxe445xtc/tokenizer.json
+[2023-12-28 23:33:19] INFO gen_config.py:127: Found tokenizer config: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/vocab.json. Copying to /tmp/tmpxe445xtc/vocab.json
+[2023-12-28 23:33:19] INFO gen_config.py:127: Found tokenizer config: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/merges.txt. Copying to /tmp/tmpxe445xtc/merges.txt
+[2023-12-28 23:33:19] INFO gen_config.py:127: Found tokenizer config: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/added_tokens.json. Copying to /tmp/tmpxe445xtc/added_tokens.json
+[2023-12-28 23:33:19] INFO gen_config.py:127: Found tokenizer config: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/tokenizer_config.json. Copying to /tmp/tmpxe445xtc/tokenizer_config.json
+[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting pad_token_id: 0
+[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting bos_token_id: 1
+[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting eos_token_id: 2
+[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting temperature: 0.7
+[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting repetition_penalty: 1.0
+[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting top_p: 0.95
+[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting mean_gen_len: 128
+[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting max_gen_len: 512
+[2023-12-28 23:33:19] INFO gen_config.py:69: [System default] Setting shift_fill_factor: 0.3
+[2023-12-28 23:33:19] INFO gen_config.py:157: Dumping configuration file to: /tmp/tmpxe445xtc/mlc-chat-config.json
+/home/cfruan/.conda/envs/mlc-source-311/bin/python -m mlc_chat convert_weight /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5 --quantization q4f16_1 --source-format auto --output /tmp/tmpxe445xtc
+[2023-12-28 23:33:20] INFO auto_config.py:115: Found model configuration: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/config.json
+[2023-12-28 23:33:20] INFO auto_device.py:76: Found device: cuda:0
+[2023-12-28 23:33:20] INFO auto_device.py:76: Found device: cuda:1
+[2023-12-28 23:33:20] INFO auto_device.py:85: Not found device: rocm:0
+[2023-12-28 23:33:20] INFO auto_device.py:85: Not found device: metal:0
+[2023-12-28 23:33:21] INFO auto_device.py:76: Found device: vulkan:0
+[2023-12-28 23:33:21] INFO auto_device.py:76: Found device: vulkan:1
+[2023-12-28 23:33:21] INFO auto_device.py:76: Found device: vulkan:2
+[2023-12-28 23:33:21] INFO auto_device.py:85: Not found device: opencl:0
+[2023-12-28 23:33:21] INFO auto_device.py:33: Using device: cuda:0
+[2023-12-28 23:33:21] INFO auto_weight.py:70: Finding weights in: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5
+[2023-12-28 23:33:21] INFO auto_weight.py:129: Found source weight format: huggingface-torch. Source configuration: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/pytorch_model.bin
+[2023-12-28 23:33:21] INFO auto_weight.py:149: Not found Huggingface Safetensor
+[2023-12-28 23:33:21] INFO auto_weight.py:106: Using source weight configuration: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/pytorch_model.bin. Use `--source` to override.
+[2023-12-28 23:33:21] INFO auto_weight.py:110: Using source weight format: huggingface-torch. Use `--source-format` to override.
+[2023-12-28 23:33:21] INFO auto_config.py:151: Found model type: phi-msft. Use `--model-type` to override.
+[2023-12-28 23:33:21] INFO phi_model.py:59: context_window_size not found in config.json. Falling back to n_positions (2048)
+[2023-12-28 23:33:24] INFO huggingface_loader.py:169: Loading HF parameters from: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/pytorch_model.bin
+Weight conversion with arguments:
+  --config          /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/config.json
+  --quantization    GroupQuantize(name='q4f16_1', kind='group-quant', group_size=32, quantize_dtype='int4', storage_dtype='uint32', model_dtype='float16', num_elem_per_storage=8, num_storage_per_group=4, max_int_value=7)
+  --model-type      phi-msft
+  --device          cuda:0
+  --source          /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/pytorch_model.bin
+  --source-format   huggingface-torch
+  --output          /tmp/tmpxe445xtc
+
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[2023-12-28 23:33:26] INFO huggingface_loader.py:121: [Quantized] Parameter: "transformer.embd.q_weight", shape: (51200, 256), dtype: uint32
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+[2023-12-28 23:33:29] INFO huggingface_loader.py:179: Unloading HF weight file: /ssd1/cfruan/mlc-llm-repos/mlc-llm-head/dist/models/phi-1_5/pytorch_model.bin
+[2023-12-28 23:33:29] INFO stats.py:71: Time usage: HF loading: 1.868 sec; Pre-quantization mapping: 0.359 sec; Quantization: 2.522 sec
+[2023-12-28 23:33:29] INFO stats.py:85: RAM usage: Peak RAM: 2.642 GB. Total bytes loaded from disk: 2.642 GB
+[2023-12-28 23:33:29] INFO convert_weight.py:110: Parameter size after quantization: 0.744 GB
+[2023-12-28 23:33:29] INFO convert_weight.py:115: Total parameters: 1,418,270,720
+[2023-12-28 23:33:29] INFO convert_weight.py:116: Bits per parameter: 4.505
+Start storing to cache /tmp/tmpxe445xtc
+

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[0292/0343] saving transformer.h.20.mlp.fc1.q_scale[2023-12-28 23:33:30] INFO convert_weight.py:132: Saved to directory: /tmp/tmpxe445xtc
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[0330/0343] saving transformer.h.23.mixer.out_proj.q_weight
                                                           
[0331/0343] saving transformer.h.23.mixer.out_proj.q_scale
                                                           
[0332/0343] saving transformer.h.23.mixer.out_proj.bias
                                                           
[0333/0343] saving transformer.h.23.mlp.fc1.q_weight
                                                           
[0334/0343] saving transformer.h.23.mlp.fc1.q_scale
                                                           
[0335/0343] saving transformer.h.23.mlp.fc1.bias
                                                           
[0336/0343] saving transformer.h.23.mlp.fc2.q_weight
                                                           
[0337/0343] saving transformer.h.23.mlp.fc2.q_scale
                                                           
[0338/0343] saving transformer.h.23.mlp.fc2.bias
                                                           
[0339/0343] saving lm_head.ln.weight
                                                           
[0340/0343] saving lm_head.ln.bias
                                                           
[0341/0343] saving lm_head.linear.q_weight
                                                           
[0342/0343] saving lm_head.linear.q_scale
                                                           
[0343/0343] saving lm_head.linear.bias
+All finished, 27 total shards committed, record saved to /tmp/tmpxe445xtc/ndarray-cache.json