Llama3.1-8B-Chinese-Chat

An instruction-tuned language model tailored for bilingual users.

PremiumNewProductchattingLanguage ModelInstruction Tuning

Llama3.1-8B-Chinese-Chat is an instruction-tuned language model based on the Meta-Llama-3.1-8B-Instruct architecture, designed for both Chinese and English users. It offers multiple capabilities such as role-playing and tool usage. The model is fine-tuned using the ORPO algorithm, significantly reducing the incidence of Chinese questions answered in English and minimizing language mixing, particularly excelling in role-playing, functionality invocation, and mathematical reasoning.

Role-playing: Capable of engaging in dialogue based on designated roles.
Tool usage: The model can invoke specific tools or functions during conversation.
Mathematical capability: Performs mathematical calculations and reasoning within dialogue.
Bilingual dialogue: Supports mixed Chinese and English conversations
reducing the issues of language mixing.
Preference tuning: Trained on over 100
000 preference pairs to enhance dialogue quality.
Full parameter fine-tuning: Comprehensive fine-tuning of model parameters to cater to specific tasks.

\This product is suitable for developers and researchers who need to engage in bilingual Chinese-English conversations
particularly those interested in implementing role-playing and tool invocation features in their dialogue systems.\

Developers can leverage this model to create multilingual chatbots.
Researchers can use the model for academic studies in language understanding and generation.
Businesses can integrate this model into their customer service systems to enhance service intelligence.

1. Upgrade the transformers package to support the Llama3.1 model.
2. Use a Python script to download the BF16 model.
3. Load the model using AutoTokenizer and AutoModelForCausalLM.
4. Set up model parameters
including device mapping and data type.

Visit

Llama3.1-8B-Chinese-Chat Visit Over Time

Monthly Visits

19075321

Bounce Rate

45.07%

Page per Visit

5.5

Visit Duration

00:05:32

Llama3.1-8B-Chinese-Chat Visit Trend

Llama3.1-8B-Chinese-Chat Visit Geography

Llama3.1-8B-Chinese-Chat Traffic Sources

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Llama3.1-8B-Chinese-Chat

Llama3.1-8B-Chinese-Chat Visit Over Time

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