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DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

Hugging Face Daily Papers · 2026-07-06 Cached

DSpark is a speculative decoding framework that combines semi-autoregressive draft generation with confidence-scheduled verification to accelerate LLM inference and improve throughput in high-concurrency settings.

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