Baseten is an AI infrastructure platform built for deploying and running machine learning models in production. It provides optimized infrastructure and developer tools for serving open-source, custom, and fine-tuned AI models at scale. Baseten's Inference Stack combines optimized model runtimes, custom kernels, autoscaling, request routing, caching, and multi-cloud infrastructure to improve model speed, reliability, and cost efficiency. Developers can deploy models using Python-based tooling, access pre-optimized Model APIs, or run custom servers and compound AI systems. The platform supports workloads including large language models, image generation, speech-to-text, text-to-speech, and embeddings. It also offers flexible deployment options across Baseten Cloud, self-hosted environments, and hybrid infrastructure.

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