DeepSeek Proposes DSpark for High-Concurrency Inference

DeepSeek introduced DSpark, a speculative decoding method combining semi-autoregressive generation with confidence scheduling. Fully implemented in the SGLang framework, it solves performance degradation under high concurrency, significantly accelerating LLM inference.

2026-07-07 ~ 2026-07-08 · 4 related posts

• SGLang 支持 DSpark 可变长度推测解码 — ying11231 · 2026-07-07
• SGLang完整实现DeepSeek的DSpark推测解码 — ying11231 · 2026-07-07
• DSpark让投机解码高并发不再降速 — ying11231 · 2026-07-07
• DeepSeek Proposes DSpark Speculative Decoding to Accelerate High-Concurrency Inference — deepseek-ai · 2026-07-08