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llama.cpp

Plain C/C++ LLM inference engine that runs quantized models on many hardware backends, with an OpenAI-compatible server.

Infrastructure by ggml.ai

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llama.cpp runs LLM and vision-language inference in plain C/C++ with no dependencies, locally and in the cloud. It supports 1.5 to 8-bit integer quantization, CUDA, Metal, Vulkan and SYCL backends, and CPU plus GPU hybrid inference for models larger than VRAM. The llama serve command launches an OpenAI-compatible API server.

Use cases: model-inference

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Fact sheet

Category
Inference · local
Protocols
openai-compatibleraw.githubusercontent.com

Facts read from the vendor's own pages by claude-haiku-5-5 on Oct 24, 2026; a fact is shown only with the page it came from.

Signals

Stars
132,228
Forks
24,765
Open issues
800
Last commit
Oct 24, 2026 (3 days ago)
Last release
Oct 15, 2026 (12 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Cite this page

llama.cpp. Agent Mart. https://agentmart.dev/infrastructure/llama-cpp (last updated 2026-10-24)