DeepSpark

DeepSeek released DeepSpark, an open-source speculative decoding system that accelerates LLM inference by 50–400% without retraining. The method uses a small draft model to propose multiple tokens in …

DeepSpark's confidence-scheduled verifier reduces GPU waste in AI agent inference by skipping verification for low-probability tokens, dynamically adjusting thresholds under load to trade minimal accu…

DeepSeek released DeepSpark, a speculative decoding method that accelerates large language model inference by 50–400% without retraining or quality loss. The technique uses a small draft model to gene…