github llama.cpp · 9h ago · inference

llama.cpp b10649 adds benchmark-only synthetic speculative acceptance

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The llama.cpp project has released build b10649, which introduces a new feature for synthetic speculative acceptance. This addition is specifically designed for benchmarking purposes and is available in both the llama-server and llama-cli components.

Adds benchmark-only synthetic speculative acceptance to llama-server and llama-cli.
Includes macOS, iOS, Linux, Windows, Android, and openEuler binaries across CPU, GPU, and various accelerator backends.
Disables KleidiAI support on macOS Apple Silicon for this build.

This release provides updated binaries for a wide range of platforms while adding specific tooling for evaluating speculative decoding performance.

Importance 1/3 Trust 1/3 llama.cpp Inference efficiency

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