How To Install CodeLlama 70B Locally For FREE! (EASY)



AI Summary

Summary: Meta AI’s New Code Llama Model Release

  • Introduction of Code Llama:
    • Meta AI released a new coding model called Code Llama with 70 billion parameters.
    • The model has the highest performance with a 67.8 score on HumanEval.
    • It is designed for general code synthesis and understanding, with superior code completion abilities.
  • Variations of Code Llama:
    1. Code Llama Base Model: For general code generation and understanding.
    2. Code Llama Python: Tailored for Python programming needs.
    3. Code Llama Instruct: Focused on instruction following and safer deployment.
  • Technical Details:
    • The model is auto-regressive with an optimized Transformer architecture.
    • Fine-tuned for up to 16k tokens and supports up to 100k tokens at inference.
  • Installation Guide:
    • The video will demonstrate how to install Code Llama.
    • Access to the model is through Meta AI’s portal, requiring a request for access.
    • An alternative installation method using LM Studio is provided.
  • Community Engagement:
    • Patreon page updates with new subscriptions offered to patrons.
    • Benefits for patrons include resources, collaboration, networking, and consulting services.
  • Accessing Code Llama:
    • The model can be downloaded from Hugging Face, with a recommendation to start with the base model.
    • Once downloaded, it can be used in LM Studio’s conversation tab.
  • Usage and Benefits:
    • Code Llama can handle various programming languages due to its large parameter size.
    • Future accessibility through Hugging Face Spaces is anticipated.
  • Closing Remarks:
    • A follow-up video on the research paper will be released.
    • Viewers are encouraged to subscribe, follow on Twitter, and check out Patreon for more AI content and updates.