Deploy LLMs for Inference & Fine-Tuning | Vast.ai

AI Text Generation

Spin up the latest open-source LLMs or your own custom fine-tuned models in minutes.

Built for This

Launch open-source models like LLaMA 3, DeepSeek, or your own fine-tuned checkpoints.
Skip the DevOps; prebuilt images like vLLM, TGI, and Oobabooga do the heavy lifting.
Serve models via clean APIs or WebUIs with minimal setup.
Own your environment. Your models run on isolated GPUs, and your data disappears when you say so.

AI Text Generation Blogs

Serving Online Inference with vLLM API on Vast

Serving Online Inference with TGI on Vast.ai

Serving Rerankers on Vast.ai using vLLM

AI Text Generation Guides

vLLM (LLM Inference and Serving)

Hugging Face TGI with Llama 3

Oobabooga (LLM WebUI)

Quantized GGUF Models

Start Building: AI Text Generation Templates

Extensible, self-hosted AI interface that adapts to your workflow

Web interface for Stable Diffusion, implemented using the Gradio library

Toolkit for deploying and serving Large Language Models (LLMs)

Fast and easy-to-use library for LLM inference and serving

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