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KoboldCpp is an open-source single-file executable for running local LLMs, built on llama.cpp. It achieves roughly 80 tok/sec on a Gemma 4 E4B model versus LM Studio's 11 tok/sec. KoboldCpp includes a built-in web UI, supports image generation, speech-to-text, and audio input, and uses ContextShift to avoid reprocessing the full context window.
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