wangrongsheng / taiwanllm-13b-v2.0-chat

Taiwan LLM is an advanced language model tailored for Traditional Chinese, focusing on the linguistic and cultural contexts of Taiwan. Developed from a large base model, it’s enriched with diverse Taiwanese textual sources and refined through Supervised Fine-Tuning. This model excels in language understanding and generation, aligning closely with Taiwan’s cultural nuances. It demonstrates improved performance on various benchmarks like TC-Eval, showcasing its contextual comprehension and cultural relevance.

Github: https://github.com/MiuLab/Taiwan-LLM
HuggingFace: https://huggingface.co/yentinglin/Taiwan-LLM-13B-v2.0-chat

Key Features

Traditional Mandarin Support: The model is fine-tuned to understand and generate text in Traditional Mandarin, making it suitable for Taiwanese culture and related applications.
Instruction-Tuned: Further fine-tuned on conversational data to offer context-aware and instruction-following responses.
Performance on TC-Eval: Taiwan-LLM v2 13B shows a slight edge over ChatGPT-3 and achieves around 92% of ChatGPT-4’s performance in zh-tw benchmarks.

Usage

Download and run model

ollama run wangrongsheng/taiwanllm-13b-v2.0-chat

# or
# single-round dialogue
ollama run wangrongsheng/taiwanllm-13b-v2.0-chat "NTU是什么？"

Check model

ollama ls

wangrongsheng/taiwanllm-13b-v2.0-chat will be listed with other models.

Remove model

ollama rm wangrongsheng/taiwanllm-13b-v2.0-chat

## Taiwan-LLM: Language Models for Taiwanese Culture

Taiwan LLM is an advanced language model tailored for Traditional Chinese, focusing on the linguistic and cultural contexts of Taiwan. Developed from a large base model, it's enriched with diverse Taiwanese textual sources and refined through Supervised Fine-Tuning. This model excels in language understanding and generation, aligning closely with Taiwan's cultural nuances. It demonstrates improved performance on various benchmarks like TC-Eval, showcasing its contextual comprehension and cultural relevance.

- Github: https://github.com/MiuLab/Taiwan-LLM
- HuggingFace: https://huggingface.co/yentinglin/Taiwan-LLM-13B-v2.0-chat

## Key Features

1. **Traditional Mandarin Support**: The model is fine-tuned to understand and generate text in Traditional Mandarin, making it suitable for Taiwanese culture and related applications.

2. **Instruction-Tuned**: Further fine-tuned on conversational data to offer context-aware and instruction-following responses.

3. **Performance on TC-Eval**: Taiwan-LLM v2 13B shows a slight edge over ChatGPT-3 and achieves around 92% of ChatGPT-4's performance in zh-tw benchmarks.

## Usage

- Download and run model
```python
ollama run wangrongsheng/taiwanllm-13b-v2.0-chat

# or
# single-round dialogue
ollama run wangrongsheng/taiwanllm-13b-v2.0-chat "NTU是什么？"
```

- Check model
```python
ollama ls
```

`wangrongsheng/taiwanllm-13b-v2.0-chat` will be listed with other models.

- Remove model
```python
ollama rm wangrongsheng/taiwanllm-13b-v2.0-chat
```

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