transformers safetensors qwen2 text-generation conversational autotrain_compatible text-generation-inference endpoints_compatible 4-bit gptq region:us
---
library_name: transformers
tags: []
---

# Model Card for Model ID

[OPEA/Qwen2.5-7B-Instruct-int4-sym-inc]


## Uses

```python
import torch
import transformers
model = transformers.AutoModel.from_pretrained("yujiepan/Qwen2.5-7B-Instruct-int4-sym-inc-autogptq", torch_dtype=torch.float16)
```


## Evaluation

|          model_id         | Qwen/Qwen2.5-7B-Instruct | yujiepan/Qwen2.5-7B-Instruct-int4-sym-inc-autogptq |
|:-------------------------:|--------------------------|----------------------------------------------------|
|          wikitext         | 9.72                     | 10.01                                              |
| avg of 8 zero shot tasks  | 74.82   (0.00%)          | 74.36   (-0.61%)                                   |
|         mmlu_5shot        | 74.26   (0.00%)          | 73.66   (-0.81%)                                   |
|                           |                          |                                                    |
|       arc_challenge       | 52.65                    | 53.07                                              |
|          arc_easy         | 81.86                    | 80.68                                              |
|           boolq           | 86.39                    | 86.02                                              |
|         hellaswag         | 62.02                    | 61.39                                              |
|       lambada_openai      | 69.73                    | 68.78                                              |
|            piqa           | 79.54                    | 78.67                                              |
|            sciq           | 95.70                    | 95.40                                              |
|         winogrande        | 70.64                    | 70.88                                              |