70 lines
2.0 KiB
Markdown
70 lines
2.0 KiB
Markdown
---
|
||
license: apache-2.0
|
||
pipeline_tag: text-generation
|
||
language:
|
||
- ja
|
||
- en
|
||
tags:
|
||
- japanese
|
||
- mistral
|
||
inference: false
|
||
base_model: mistralai/Mistral-Nemo-Base-2407
|
||
---
|
||
# Mistral-Nemo-Japanese-Instruct-2408
|
||
|
||
## Model Description
|
||
|
||
This is a Japanese continually pre-trained model based on [mistralai/Mistral-Nemo-Instruct-2407](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407).
|
||
|
||
## Usage
|
||
|
||
Make sure to update your transformers installation via `pip install --upgrade transformers`.
|
||
|
||
```python
|
||
from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer
|
||
|
||
model = AutoModelForCausalLM.from_pretrained("cyberagent/Mistral-Nemo-Japanese-Instruct-2408", device_map="auto", torch_dtype="auto")
|
||
tokenizer = AutoTokenizer.from_pretrained("cyberagent/Mistral-Nemo-Japanese-Instruct-2408")
|
||
streamer = TextStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True)
|
||
|
||
messages = [
|
||
{"role": "system", "content": "あなたは親切なAIアシスタントです。"},
|
||
{"role": "user", "content": "AIによって私たちの暮らしはどのように変わりますか？"}
|
||
]
|
||
|
||
input_ids = tokenizer.apply_chat_template(messages, add_generation_prompt=True, return_tensors="pt").to(model.device)
|
||
output_ids = model.generate(input_ids,
|
||
max_new_tokens=1024,
|
||
temperature=0.5,
|
||
streamer=streamer)
|
||
```
|
||
|
||
## Prompt Format
|
||
ChatML Format
|
||
```
|
||
<s><|im_start|>system
|
||
あなたは親切なAIアシスタントです。<|im_end|>
|
||
<|im_start|>user
|
||
AIによって私たちの暮らしはどのように変わりますか？<|im_end|>
|
||
<|im_start|>assistant
|
||
|
||
|
||
```
|
||
|
||
## License
|
||
Apache-2.0
|
||
|
||
## Author
|
||
|
||
[Ryosuke Ishigami](https://huggingface.co/rishigami)
|
||
|
||
## How to cite
|
||
|
||
```tex
|
||
@misc{cyberagent-mistral-nemo-japanese-instruct-2408,
|
||
title={Mistral-Nemo-Japanese-Instruct-2408},
|
||
url={https://huggingface.co/cyberagent/Mistral-Nemo-Japanese-Instruct-2408},
|
||
author={Ryosuke Ishigami},
|
||
year={2024},
|
||
}
|
||
``` |