---
language:
- zh
license: gemma
tags:
- text-generation-inference
- transformers
- unsloth
- gemma2
- trl
- sft
- synthetic data
base_model: unsloth/gemma-2-9b-it-bnb-4bit
---

This model is fine-tuned from [gemma-2-9b-it](https://huggingface.co/google/gemma-2-9b-it). It was trained for 3 epochs on a synthetic dataset created from the book *Liaozhai Zhiyi*. The stories in the book were translated by an LLM to modern Chinese and paired with generated writing prompts.

*Liaozhai Zhiyi*, also known as *[Strange Tales from a Chinese Studio](https://en.wikipedia.org/wiki/Strange_Tales_from_a_Chinese_Studio)*, is a collection of approximately 500 stories written in the traditional Chinese Zhiguai and Chuanqi styles by Pu Songling. The aim of this fine-tuning attempt is to explore incorporating these characteristics into the storytelling capabilities of a specific model.

**Q4_K_M GGUF**: [CoolSpring/gemma-2-9b-it-liaozhai-Q4_K_M-GGUF](https://huggingface.co/CoolSpring/gemma-2-9b-it-liaozhai-Q4_K_M-GGUF)

**Prompt Template - gemma**

```
<bos><start_of_turn>user
{input}<end_of_turn>
<start_of_turn>model
{output}<end_of_turn>
```

Users must adhere to [Gemma Terms of Use](https://ai.google.dev/gemma/terms) when using this model.

## Unsloth Metadata

- **Developed by:** CoolSpring
- **License:** gemma
- **Finetuned from model :** unsloth/gemma-2-9b-it-bnb-4bit

This gemma2 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.

[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)