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What is Kalavai?
Kalavai is a platform designed to simplify the deployment and management of Large Language Models (LLMs). It allows users to leverage a network of devices, ranging from personal laptops to cloud infrastructure, as a unified computing resource for LLM operations. This approach enables easy scalability and facilitates continuous experimentation with different models and frameworks.
Kalavai provides a single, unified API similar to OpenAI's, making model discovery and deployment streamlined. The platform supports popular LLM frameworks like vLLM, llama.cpp, and Petals, allowing for seamless transitions between different technologies and infrastructure setups without affecting the model API.
Features
- Scalable Computing: Utilize devices from laptops to cloud servers for LLM deployments.
- Automatic Model Discovery: Expose models through a single OpenAI-like API.
- Framework Support: Drag-and-drop integration with vLLM, llama.cpp, Petals, and more.
- Unified Playground: Swap model engines and infrastructure without impacting the model API.
- Public LLM Pool: Access community devices and deployments by sharing your device.
- Private LLM Pools: Create and manage your own LLM pool for team collaboration and production.
- Ready-made Templates: Deploy and iterate quickly with pre-built configurations for various LLM frameworks.
Use Cases
- Rapid Prototyping of LLM applications.
- Scaling LLM deployments from development to production.
- Experimenting with different LLM models and frameworks.
- Collaborating on LLM projects within a team.
- Utilizing existing hardware resources for LLM operations.
- Streamlining the deployment process for LLMs.
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