🧰 DSpark

The items that name it 6

• Welcome Le Chonk: Mistral Large 4 on Hugging Face
  articleas frameworks and tools2026-10-29

  Built-in draft head/drafter shipped with the model for speculative decoding in vLLM.

• [AINews] DeepSeek DeepInfer: Open Source SOTA Inference running 155T toks/day/cluster making $22m/day at ~80% margin for a 81 day payback
  articleas frameworks and tools2026-10-21

  Adaptive speculative verification that predicts draft-token acceptance and sets verification length.

• DLite: History-free Speculative Decoding for Agentic AI
  paperas frameworks and tools2026-10-16

  State-of-the-art speculative decoding method used as the baseline that DLite is compared against.

• Adaptive DHiSparse: Speculative Decoding over a Load-Adaptive KV Hierarchy
  paperas frameworks and tools2026-10-09

  Draft-model speculative decoding method supported by Adaptive DHiSparse, which keeps its proposal and acceptance rules.

• Training Parallel Speculative Draft Models by Directly Minimizing Expected Decoding Rounds
  paperas models2026-10-07
• DRelay: Global Draft Context for Prefix-Aware Parallel Speculative Decoding Repair
  paperas frameworks and tools2026-10-01

  A parallel speculative decoding method used as a baseline compared against DRelay