KoboldCpp

KoboldCpp: Your All-in-One AI Text and Image Generation Solution

What is KoboldCpp? KoboldCpp is a versatile, user-friendly AI software designed for both text and image generation. Inspired by the original KoboldAI, it simplifies the process of running GGML and GGUF models, offering a single, self-contained executable with no installation required.

Key Features

• Single File Executable: No installation or external dependencies needed.
• CPU and GPU Support: Runs efficiently on both CPU and GPU, with options for full or partial offloading.
• LLM Text Generation: Compatible with all GGML and GGUF models, ensuring backward compatibility.
• Image Generation: Supports Stable Diffusion 1.5, SDXL, SD3, and Flux for generating high-quality images.
• Speech-To-Text: Integrates Whisper for voice recognition.
• Text-To-Speech: Supports OuteTTS, Kokoro, Parler, and Dia for voice generation.
• API Endpoints: Provides compatible API endpoints for popular web services like KoboldCppApi, OpenAiApi, OllamaApi, and more.
• Bundled UI: Includes KoboldAI Lite UI with editing tools, save formats, memory, world info, author's note, characters, and scenarios.
• Multiple Modes and Themes: Offers chat, adventure, instruct, and storywriter modes, along with various UI themes.
• Data Format Support: Supports Tavern Character Cards, JSON savefiles, and persistent stories.
• Additional Features: Includes new samplers, regex support, web search, RAG via TextDB, and image recognition/vision.
• Cross-Platform: Ready-to-use binaries for Windows, MacOS, and Linux, with support for Colab, Docker, Android (via Termux), and Raspberry Pi.

How does KoboldCpp work?

KoboldCpp leverages the power of llama.cpp and stable-diffusion.cpp to provide a seamless AI experience. It works by:

1. Loading GGML or GGUF models for text generation.
2. Utilizing Stable Diffusion models for image generation.
3. Employing Whisper for speech recognition and various TTS engines for voice generation.
4. Providing API endpoints for integration with other services.

How to Use KoboldCpp

1. Download: Get the latest Koboldcpp executable for your operating system from the official releases page.
2. Run: Simply execute the downloaded file. No installation is required.
3. Load a Model: Obtain a GGUF model from sources like Hugging Face. Beginners might find L3-8B-Stheno-v3.2, Tiefighter 13B, or Gemma-3-27B Abliterated suitable.
4. Connect: By default, you can access KoboldCpp through http://localhost:5001.

Windows Usage

• Download the koboldcpp.exe file.
• Run the executable to launch the GUI.
• Load a GGUF model and connect to the local server.

Linux Usage

• Download the koboldcpp-linux-x64 binary.
• Make the file executable with chmod +x koboldcpp-linux-x64.
• Run the binary using ./koboldcpp-linux-x64.

MacOS Usage

• Download the MacOS binary.
• Set the file to executable using chmod +x koboldcpp-mac-arm64.
• Run the binary with ./koboldcpp-mac-arm64.

Run on Colab

KoboldCpp offers an official Colab GPU Notebook for easy setup and use.

Run on RunPod

KoboldCpp can be deployed on RunPod cloud GPUs for scalable performance.

Optimizing Performance

• GPU Acceleration: Use --usecuda (Nvidia) or --usevulkan (Any GPU) flags.
• GPU Layer Offloading: Employ --gpulayers to offload model layers to VRAM.
• Context Size: Increase context size with --contextsize.
• CPU Compatibility: Use --noavx2 for older CPUs.

Who is KoboldCpp for?

KoboldCpp is ideal for:

• AI enthusiasts who want a simple, all-in-one solution for text and image generation.
• Developers seeking API endpoints for integrating AI capabilities into their applications.
• Creatives looking for tools to enhance their storytelling, roleplaying, and content creation processes.

Why Choose KoboldCpp?

KoboldCpp stands out due to its:

• Ease of use
• Comprehensive feature set
• Cross-platform compatibility
• Performance optimization options

Additional Resources

• Models: Find GGUF text models on Hugging Face and image models on CivitAI.
• Documentation: Refer to the KoboldAI API documentation for endpoint details.
• Community: Join the KoboldAI Discord server for support and discussions.

KoboldCpp simplifies AI-driven text and image generation, making it accessible to a wide range of users. Whether you're generating stories, creating images, or integrating AI into your projects, KoboldCpp offers a robust and user-friendly solution. By supporting various platforms and providing optimization options, it ensures a smooth and efficient AI experience. Consider exploring KoboldCpp for your next AI project.