---
license: apache-2.0
language:
- en
- zh
base_model:
- meta-llama/Meta-Llama-3.1-8B-Instruct
datasets:
- BAAI/IndustryInstruction_Finance-Economics
- BAAI/IndustryInstruction
---

This model is finetuned on the model llama3.1-8b-instruct using the dataset [BAAI/IndustryInstruction_Finance-Economics](https://huggingface.co/datasets/BAAI/IndustryInstruction_Finance-Economics) dataset, the dataset details can jump to the repo: [BAAI/IndustryInstruction](https://huggingface.co/datasets/BAAI/IndustryInstruction)

## training params
```
learning_rate=1e-5
lr_scheduler_type=cosine
max_length=2048
warmup_ratio=0.05
batch_size=64
epoch=10
```

select best ckpt by the evaluation loss
## evaluation

The following is an evaluation on the FinerBen dataset metrci. Since there are too many samples in the dataset, I randomly selected 500 samples from each dataset for evaluation.

![image/png](https://cdn-uploads.huggingface.co/production/uploads/642f6c64f945a8a5c9ee5b5d/shSgSkQ7nQqiBAl6IwBy5.png)