AnalysisAI ModelsJune 29, 2026

DeepSpark accelerates LLMs 50-400% without retraining

DeepSpark, a speculative decoding method from DeepSeek, speeds up LLM inference by 50-400% without retraining or quality loss. It addresses the autoregressive bottleneck by generating multiple tokens per forward pass.

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