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localai 2.24.0 #200101

Merged
merged 2 commits into from
Dec 5, 2024
Merged

localai 2.24.0 #200101

merged 2 commits into from
Dec 5, 2024

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@BrewTestBot BrewTestBot commented Dec 4, 2024 •
edited by chenrui333
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Created by brew bump

Created with brew bump-formula-pr.

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release notes 
# LocalAI release v2.24.0!

b642257566578


🚀 Highlights


    

  • Backend deprecation: We’ve removed rwkv.cpp and bert.cpp, replacing them with enhanced functionalities in llama.cpp for simpler installation and better performance.
    • 

  • New Backends Added: Introducing bark.cpp for text-to-audio and stablediffusion.cpp for image generation, both powered by the ggml framework.
    • 

  • Voice Activity Detection (VAD): Added support for silero-vad to detect speech in audio streams.
    • 

  • WebUI Improvements: Now supports API key authentication for enhanced security.
    • 

  • Real-Time Token Usage: Monitor token consumption during streamed outputs.
    • 

  • Expanded P2P Settings: Greater flexibility with new configuration options like listen_maddrs, dht_announce_maddrs, and bootstrap_peers.
    • 



📤 Backends Deprecation


As part of our cleanup efforts, the rwkv.cpp and bert.cpp backends have been deprecated. Their functionalities are now integrated into llama.cpp, offering a more streamlined and efficient experience.


:new: New Backends Introduced


    

  • 

    bark.cpp Backend: Transform text into realistic audio using Bark, a transformer-based text-to-audio model. Install it easily with:
    

    local-ai models install bark-cpp-small
    

    Or start it directly:
    

    local-ai run bark-cpp-small
    

    • 

  • 

    stablediffusion.cpp Backend: Create high-quality images from textual descriptions using the Stable Diffusion backend, now leveraging the ggml framework.
    

    • 

  • 

    Voice Activity Detection with silero-vad: Introducing support for accurate speech segment detection in audio streams. Install via:
    

    local-ai models install silero-vad
    

    • 



Or configure it through the WebUI.


:lock: WebUI Access with API Keys


The WebUI now supports API key authentication. If one or more API Keys are configured, the WebUI will automatically display a page to authenticate with.


🏆 Enhancements and Features


    

  • Real-Time Token Usage: Monitor token consumption dynamically during streamed outputs. This feature helps optimize performance and manage costs effectively.
    • 

  • P2P Configuration: New settings for advanced peer-to-peer mode:

      

    • listen_maddrs: Define specific multiaddresses for your node.
      • 

    • dht_announce_maddrs: Specify addresses to announce to the DHT network.
      • 

    • bootstrap_peers: Set custom bootstrap peers for initial connectivity.
      
These options offer more control, especially in constrained networks or custom P2P environments.
      • 

    

    • 



:framed_picture: New Models in the Gallery


We've significantly expanded our model gallery with a variety of new models to cater to diverse AI applications. Among these:


    

  • Calme-3 Qwen2.5 Series: Enhanced language models offering improved understanding and generation capabilities.
    • 

  • Mistral-Nemo-Prism-12b: A powerful model designed for complex language tasks.
    • 

  • Llama 3.1 and 3.2 Series: Upgraded versions of the Llama models with better performance and accuracy.
    • 

  • Qwen2.5-Coder Series: Specialized models optimized for code generation and programming language understanding.
    • 

  • Rombos-Coder Series: Advanced coder models for sophisticated code-related tasks.
    • 

  • Silero-VAD: High-quality voice activity detection model for audio processing applications.
    • 

  • Bark-Cpp-Small: Lightweight audio generation model suitable for quick and efficient audio synthesis.
    • 



Explore these models and more in our updated model gallery to find the perfect fit for your project needs.


🐞 Bug Fixes and Improvements


    

  • Performance Enhancements: Resolved issues with AVX flags and optimized binaries for accelerated performance, especially on macOS systems.
    • 

  • Dependency Updates: Upgraded various dependencies to ensure compatibility, security, and performance improvements across the board.
    • 

  • Parsing Corrections: Fixed parsing issues related to maddr and ExtraLLamaCPPArgs in P2P configurations.
    • 



📚 Documentation and Examples


    

  • Updated Guides: Refreshed documentation with new configuration examples, making it easier to get started and integrate the latest features.
    • 



📥 How to Upgrade


To upgrade to LocalAI v2.24.0:


    

  • Download the Latest Release: Get the binaries from our GitHub Releases page.
    • 

  • Update Docker Image: Pull the latest Docker image using:
    • 



docker pull localai/localai:latest



See also the Documentation at: https://localai.io/basics/container/#standard-container-images


Happy hacking!


What's Changed


Breaking Changes 🛠



Bug fixes :bug:



Exciting New Features 🎉



🧠 Models



📖 Documentation and examples



👒 Dependencies



Other Changes



New Contributors



Full Changelog: mudler/LocalAI@v2.23.0...v2.24.0

@github-actions github-actions bot added go Go use is a significant feature of the PR or issue python Python use is a significant feature of the PR or issue bump-formula-pr PR was created using `brew bump-formula-pr` labels Dec 4, 2024
@BrewTestBot @chenrui333
localai 2.24.0
9d2928f 
localai: grpcio-tools 1.68.1

Signed-off-by: Rui Chen <[email protected]>
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:shipit: @chenrui333 has requested bottles to be published to this PR.

@github-actions github-actions bot added the CI-published-bottle-commits The commits for the built bottles have been pushed to the PR branch. label Dec 5, 2024
@BrewTestBot BrewTestBot enabled auto-merge December 5, 2024 01:52
@BrewTestBot BrewTestBot added this pull request to the merge queue Dec 5, 2024
Merged via the queue into master with commit b507346 Dec 5, 2024
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@BrewTestBot BrewTestBot deleted the bump-localai-2.24.0 branch December 5, 2024 01:59
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