RedHatAI/gemma-4-31B-it-speculator.eagle3 is a preliminary speculator model for google/gemma-4-31b-it, using the EAGLE-3 speculative decoding algorithm and Eagle3Speculator architecture.

It was trained on Magpie + UltraChat datasets with gemma-4-31B-it responses via the speculators library, version 1.0 released 04/09/2026 by RedHat. Deployment uses vLLM with speculative config for num_speculative_tokens=3; evaluations show acceptance lengths increasing with k=1-5 across HumanEval, math_reasoning, QA, and other use cases.