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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ language:
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+ - ja
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+ - en
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+ tags:
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+ - japanese
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+ - causal-lm
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+ inference: false
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+ ---
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+ # CyberAgentLM3-22B-Chat (CALM3-22B-Chat)
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+
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+ ## Model Description
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+
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+ CyberAgentLM3 is a decoder-only language model pre-trained on 2.0 trillion tokens from scratch.
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+ CyberAgentLM3-Chat is a fine-tuned model specialized for dialogue use cases.
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+
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+ ## Usage
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+
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+ ```python
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+ from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer
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+
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+ model = AutoModelForCausalLM.from_pretrained("cyberagent/calm3-22b-chat", device_map="auto", torch_dtype="auto")
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+ tokenizer = AutoTokenizer.from_pretrained("cyberagent/calm3-22b-chat")
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+ streamer = TextStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True)
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+
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+ messages = [
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+ {"role": "system", "content": "あなたは親切なAIアシスタントです。"},
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+ {"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?"}
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+ ]
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+
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+ input_ids = tokenizer.apply_chat_template(messages, add_generation_prompt=True, return_tensors="pt").to(model.device)
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+ output_ids = model.generate(input_ids,
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+ max_new_tokens=1024,
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+ temperature=0.5,
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+ streamer=streamer)
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+ ```
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+
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+ ## Prompt Format
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+ CALM3-Chat uses ChatML as the prompt format.
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+ ```
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+ <|im_start|>system
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+ あなたは親切なAIアシスタントです。<|im_end|>
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+ <|im_start|>user
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+ 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|>
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+ <|im_start|>assistant
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+ ```
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+
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+ ## Model Details
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+
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+ * **Model size**: 22B
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+ * **Context length**: 16384
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+ * **Model type**: Transformer-based Language Model
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+ * **Language(s)**: Japanese, English
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+ * **Developed by**: [CyberAgent, Inc.](https://www.cyberagent.co.jp/)
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+ * **License**: Apache-2.0
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+
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+ ## Author
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+
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+ [Ryosuke Ishigami](https://huggingface.co/rishigami)
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+
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+ ## How to cite
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+
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+ ```tex
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+ @misc{cyberagent-calm3-22b-chat,
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+ title={cyberagent/calm3-22b-chat},
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+ url={https://huggingface.co/cyberagent/calm3-22b-chat},
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+ author={Ryosuke Ishigami},
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+ year={2024},
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+ }
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+ ```
config.json ADDED
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+ "eos_token_id": 65001,
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+ "hidden_size": 6144,
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+ "intermediate_size": 16384,
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+ }
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+ }
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+ }
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+ }
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