Speculative Decoding via "Draft KV Stitching"
Abierto
- Lenguaje dominante
- C
- Estrellas
- 22.3k
- Forks
- 2.1k
- Merge medio
- 1 d 3 h
- PR fusionados (30 d)
- 4
Descripción
## Description
The current MTP (Multi-Token Prediction) path is experimental and provides "at most a slight speedup." We can improve this by implementing Draft KV Stitching.
## Proposed Changes
* **Small Draft Model Integration:** Allow the engine to load a tiny (e.g., DeepSeek 1.3B) model purely for drafting.
* **Speculative Verification:** The main DS4 engine verifies 4-8 draft tokens in a single Metal graph pass.
* **KV Alignment:** Ensure that when a draft is accepted, the "compressed KV" of the main model is updated without a full re-prefill.
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