MTP and QAT: What is the Relation? Running Gemma 4 31B in llama.cpp

Original: MTP and QTA - what is the relation?

Clarifies the difference between MTP and QAT for running Gemma 4 31B in llama.cpp, resolving GGUF compatibility confusion.

A popular Reddit thread addresses user confusion over running Gemma 4 31B locally. It distinguishes between MTP (Multi-Token Prediction for inference speedup) and QAT (Quantization-Aware Training for preserving 4-bit quality). It also confirms that llama.cpp's new MTP support requires updated GGUF files and a secondary draft model file for acceleration.

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