User Shares Gemma 4 QAT Experience: Improved Quality and MTP Speedups

Original: What's your experience with Gemma4 QAT?

A user reports that Gemma 4 31B QAT improves output quality and achieves 2x speedups when paired with Multi-Token Prediction (MTP).

A Reddit user shared their experience with the Gemma 4 31B QAT (Quantization-Aware Training) model. Compared to traditional GGUF quants like Q6_K_L, the QAT version delivers noticeable quality improvements in roleplay and long-context tasks. Additionally, combining the QAT model with Multi-Token Prediction (MTP) yielded massive speedups, boosting generation speeds from ~20 t/s to up to 50 t/s.

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