---
tags:
- autotrain
- text-generation-inference
- text-generation
- peft
- Erotic-literature
library_name: transformers
base_model: meta-llama/Llama-3.1-8B
widget:
- messages:
  - role: user
    content: What is your favorite condiment?
license: other
datasets:
- XuehangCang/Erotic-literature
language:
- zh
---

# Erotic-literature Text Generation Model

## Overview

This model is a fine-tuned version of the [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B), using the SFT approach on the [XuehangCang/Erotic-literature](https://huggingface.co/datasets/XuehangCang/Erotic-literature) dataset. It's specifically crafted to understand and generate text in Chinese related to the erotic literature genre. This makes it an invaluable tool for tasks involving creative writing, story generation, or other applications within this specific domain.
## Model Details

- **Base Model**: `meta-llama/Llama-3.1-8B`
- **Model Type**: Text Generation
- **Language**: Chinese (zh)
- **Fine-Tuning**: The model has been fine-tuned using the `XuehangCang/Erotic-literature` dataset which specifically focuses on erotic literature. This allows the model to generate relevant and cohesive content within this genre.

## Usage

### Example

This model can be utilized through the Transformers library. Below is a basic example of how to use this model for text generation:

```python
import transformers
import torch

model_id = "XuehangCang/autotrain-fgk68-62aj5"

pipeline = transformers.pipeline(
    "text-generation", model=model_id, model_kwargs={"torch_dtype": torch.bfloat16}, device_map="auto"
)

print(pipeline("在星光熠熠的夜晚，她独自在海边徘徊，思绪纷飞。", max_length=150))

"""

"""

```

### Applications

- **Creative Writing**: Writers looking to explore themes within the erotic literature genre can leverage this model for inspiration.
- **Research**: Researchers studying linguistic patterns or narrative structures in adult literature might find this model useful.
- **Entertainment**: Can be used to generate content for storytelling games or interactive fiction.

## Ethical Considerations

- **Content Sensitivity**: As this model generates content related to erotic literature, users should be aware of the mature nature of the outputs. Appropriately manage the generated content to ensure it meets relevant ethical and legal standards.
- **Bias and Representation**: While trained exclusively on a specific genre, be cautious of any biases that may arise from the dataset used. Ensure inclusivity and sensitive handling of different characters and narratives.

## License

The model is licensed under a different license type, which may have specific restrictions or requirements. Users should review the license associated with `meta-llama/Llama-3.1-8B` and ensure compliance with its terms when using this fine-tuned model.

## Contact

For questions or feedback related to the model, feel free to contact the contributor or host organization associated with `XuehangCang/Erotic-literature-split` dataset.

---

This model card provides a comprehensive overview of the intended use and capabilities of the erotic literature text generation model. Users are encouraged to explore its features while being mindful of ethical considerations and licensing terms.