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Autotune — Startup Profile
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Autotune

Run local LLMs faster and smoother on your device

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Among 474 AI models & APIs products tracked by Astracia.

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About the startup

Autotune is an open-source runtime optimizer for local LLMs that reduces KV cache memory, improves first-token latency, and dynamically adapts inference settings to your hardware and workload. It works with Ollama, MLX, and as an API. Results from benchmarks show that Autotune can lower time-to-first-token by 39%, wall time for agentic workflows by 46%, and KV cache memory usage by 67%. Features include an OpenAI-compatible local API, a built-in CLI, RAM management, and model recommendations.

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