---
datasets:
- M4-ai/Rhino
language:
- en
license: other
base_model: Qwen/Qwen-1_8B
---
# Model description
The model was trained on approximately 200,000 examples from the M4-ai/Rhino dataset, with no examples omitted. It underwent eight checkpoints during training, with the second checkpoint identified as the best-performing one (after processing approximately 50,000 examples).

This model has not been aligned with DPO. In the future, different repositories will be released that contain versions of this model aligned with DPO, using various datasets.

# Evaluation
Upon personal testing, the model demonstrates excellent performance in mathematics, history, and coding tasks.

However, due to the model's requirement for the setting trust_remote_code=True, it cannot be submitted to the Open LLM Leaderboard. As a result, I will conduct my own evaluation of its capabilities.

# Recommended prompt format
```
<|im_start|>system message <|im_end|> <|im_start|>user message <|im_end|> <|im_start|>assistant message <|im_end|>
```

I recommend passing eos_token="<|im_end|>" when initializing the tokenizer.

# Recommended inference parameters

temperature=0.2, top_p=0.14, top_k=12, repetition_penalty=1.1

# License

Please make sure to read the Qwen licensing agreement before using this model.