Baidu's ERNIE Evolve boosts ERNIE 5.5 Flash generation speed 6.2x on Kunlunxin P800

BaiduResearch · x · 2026-11-10

Baidu Research detailed three inference optimizations ERNIE Evolve applied to ERNIE 5.5 Flash, with full optimization-path curves: low-latency inference on Kunlunxin P800 reaching 623.6% of baseline generation speed via 15 steps (speculative decoding, fused mHC, native attention, cached expert execution, etc.); deterministic inference at 133.7% of baseline throughput while preserving bitwise determinism; and MoE scheduling/kernel improvements pushing decode speed to 114.9% with no accuracy loss. All optimizations passed rigorous load testing and correctness validation.

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