llama.cpp Optimizes MTP Inference for Qwen

·2026.06.04 02:34

Key point

A PR applying post-norm hidden states to improve Qwen model MTP performance has been submitted to llama.cpp.

Details

A Pull Request (#24025) has been submitted to the llama.cpp open-source repository to improve MTP (Multi-Token Prediction) inference speed for Qwen models.

The core of this update is changing the MTP implementation to use post-norm hidden states. This aims to increase inference efficiency for Qwen models and deliver faster performance.

Once this change is merged, users running Qwen models via llama.cpp will be able to take advantage of a more optimized MTP feature.

qwen llama-cpp mtp inference-optimization github-pr

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