inferencerlabs/GLM-5.2-MTP-MLX-Q4

GLM-5.2 MTP

See GLM-5.2 in action: demonstration videos

This draft model contains the Multi-Token Prediction (MTP) layers from zai-org/GLM-5.2 for use alongside the GLM-5.2-MLX model as a speculative decoder.

Q4 quant typically achieves higher throughput with less RAM usage (compared to base MTP) at no loss in quality.

Tested on a M3 Ultra 512GB RAM using Inferencer app v2.0.6

C++	~77.9% correct predictions at 3 steps
HTML/ECMAScript	~70% correct predictions at 3 steps
Maths	~76.6% correct predictions at 3 steps
Encyclopedic	~71.4% correct predictions at 3 steps
Creative Writing	~46.2% correct predictions at 3 steps

Enable speculative decoding in Inference Contols:

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