# Llama-3.1-70B-Japanese-Instruct-2407 ## Model Description This is a Japanese continually pre-trained model based on [meta-llama/Meta-Llama-3.1-70B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct). ## 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/Llama-3.1-70B-Japanese-Instruct-2407", device_map="auto", torch_dtype="auto") tokenizer = AutoTokenizer.from_pretrained("cyberagent/Llama-3.1-70B-Japanese-Instruct-2407") streamer = TextStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True) messages = [ {"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, streamer=streamer) ``` ## Prompt Format Llama 3.1 Format ``` <|begin_of_text|><|start_header_id|>system<|end_header_id|> {{ system_prompt }}<|eot_id|><|start_header_id|>user<|end_header_id|> {{ user_message_1 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|> {{ assistant_message_1 }}<|eot_id|><|start_header_id|>user<|end_header_id|> {{ user_message_2 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|> ``` ## License [Meta Llama 3.1 Community License](https://github.com/meta-llama/llama-models/blob/main/models/llama3_1/LICENSE) ## Author [Ryosuke Ishigami](https://huggingface.co/rishigami) ## How to cite ```tex @misc{cyberagent-llama-3.1-70b-japanese-instruct-2407, title={cyberagent/Llama-3.1-70B-Japanese-Instruct-2407}, url={https://huggingface.co/cyberagent/Llama-3.1-70B-Japanese-Instruct-2407}, author={Ryosuke Ishigami}, year={2024}, } ``` ## Citations ```tex @article{llama3.1modelcard, title = {Llama 3.1 Model Card}, author = {AI@Meta}, year = {2024}, url = {https://github.com/meta-llama/llama-models/blob/main/models/llama3_1/MODEL_CARD.md} } ```