LLaMA.cpp Gets Qwen MTP Boost, Ring-2.6-1T for Ollama, AMD GPU Fixes Today's Highlights This week, LLaMA.cpp demonstrates a significant performance leap for Qwen models through Multi-Token Prediction and TurboQuant. Additionally, the new 1T-parameter Ring-2.6-1T model is now open-sourced for Ollama, while a crucial guide emerged to fix Ollama's GPU detection on AMD RDNA 4 cards. Multi-Token Prediction (MTP) for Qwen on LLaMA.cpp + TurboQuant (r/LocalLLaMA) Source: https://reddit.com/r/LocalLLaMA/comments/1tckzy2/multitoken_prediction_mtp_for_qwen_on_llamacpp/ This development introduces Multi-Token Prediction (MTP) for the Qwen model within the LLaMA.cpp framework, combined with TurboQuant for enhanced quantization. MTP is an acceleration technique that allows the model to predict multiple tokens simultaneously, significantly boosting inference speed. The implementation demonstrates a reported 40% performance increase with a 90% acceptance rate, indicating efficient and accurate multi-token generation.…