Llama3.1

Llama3.1 8B Instruct - Details

Last update on 2025-05-20

Llama3.1 8B Instruct is a large language model developed by Meta Llama, a company, featuring 8 billion parameters. It operates under the Llama 31 Community License Agreement (LLAMA-31-CCLA), allowing for community use and development. This instruct model is designed to offer advanced multilingual capabilities, extended context length, and superior tool use, making it suitable for a wide range of applications.

Description of Llama3.1 8B Instruct

Llama3.1 8B Instruct is a large language model developed by Meta Llama, a company, featuring 8 billion parameters. It operates under the Llama 31 Community License Agreement (LLAMA-31-CCLA), allowing for community use and development. This instruct model is designed to offer advanced multilingual capabilities, extended context length, and superior tool use, making it suitable for a wide range of applications.

Parameters & Context Length of Llama3.1 8B Instruct

8b 128k

Llama3.1 8B Instruct, with 8b parameters and a 128k context length, operates in the mid-scale range for parameter size, offering balanced performance for moderate complexity tasks while maintaining resource efficiency. Its 128k context length places it in the very long context category, enabling handling of extended texts but requiring significant computational resources. This combination makes it suitable for applications needing both scalability and extended contextual understanding.

  • Parameter Size: 8b
  • Context Length: 128k

Possible Intended Uses of Llama3.1 8B Instruct

code generation text completion research applications commercial applications software development assistance

Llama3.1 8B Instruct is a multilingual large language model designed for commercial and research applications requiring robust dialogue support and natural language generation. Its 8b parameter size and 128k context length make it a possible tool for tasks like text completion, summarization, and code generation, though its effectiveness in specific scenarios would require further testing. Possible use cases include assisting with multilingual content creation, supporting software development through code generation, or enabling dialogue systems in diverse linguistic environments. The model’s support for languages such as German, English, Spanish, Portuguese, Hindi, French, Thai, and Italian highlights its possible value in cross-cultural or international projects. However, these possible applications should be thoroughly evaluated to ensure alignment with specific needs.

  • commercial and research applications requiring multilingual dialogue support
  • natural language generation tasks such as text completion and summarization
  • code generation and software development assistance

Possible Applications of Llama3.1 8B Instruct

code assistant summarization large language model natural language generation cross-lingual content creation

Llama3.1 8B Instruct is a multilingual large language model with 8b parameters and 128k context length, making it a possible tool for various applications. Possible uses include supporting commercial and research applications requiring multilingual dialogue, enabling natural language generation tasks like text completion and summarization, assisting with code generation and software development, and facilitating cross-lingual content creation. These possible scenarios highlight its adaptability but require careful assessment to ensure alignment with specific needs. Each of these possible applications requires thorough evaluation and testing before deployment to ensure suitability for specific tasks.

  • commercial and research applications requiring multilingual dialogue support
  • natural language generation tasks such as text completion and summarization
  • code generation and software development assistance

Quantized Versions & Hardware Requirements of Llama3.1 8B Instruct

16 vram 32 ram

Llama3.1 8B Instruct's medium q4 version requires a GPU with at least 16GB VRAM and 32GB system memory, with additional considerations for cooling and power supply to ensure stable performance. fp16, q2, q3, q4, q5, q6, q8

Conclusion

Llama3.1 8B Instruct is a multilingual large language model with 8b parameters and a 128k context length, designed for commercial and research applications requiring robust dialogue support, natural language generation, and code assistance. It operates under the Llama 31 Community License Agreement (LLAMA-31-CCLA) and supports languages like German, English, Spanish, and more, making it a possible tool for diverse tasks while emphasizing the need for thorough evaluation before deployment.

References

Huggingface Model Page
Ollama Model Page

Maintainer
Parameters & Context Length
  • Parameters: 8b
  • Context Length: 131K
Statistics
  • Huggingface Likes: 4K
  • Huggingface Downloads: 5M
Intended Uses
  • Commercial And Research Applications Requiring Multilingual Dialogue Support
  • Natural Language Generation Tasks Such As Text Completion And Summarization
  • Code Generation And Software Development Assistance
Languages
  • German
  • English
  • Spanish
  • Portuguese
  • Hindi
  • French
  • Thai
  • Italian