DLoop: Looped Speculative Decoding
cs.CL
Submitted: 2026-10-06
Updated: 2026-10-06
Code: https://github.com/naver-ai/DLoop
Terminology
Sources
- GPT-4 Technical Report
- AdaEDL: Early Draft Stopping for Speculative Decoding of Large Language Models via an Entropy-based Lower Bound on Token Acceptance Probability
- Program Synthesis with Large Language Models
- Dynamic Depth Decoding: Faster Speculative Decoding for LLMs
- Accelerating Large Language Model Decoding with Speculative Sampling
- DFlash: Block Diffusion for Flash Speculative Decoding
- Evaluating Large Language Models Trained on Code
- DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
- Training Verifiers to Solve Math Word Problems
- The Llama 3 Herd of Models
- Verification-Aware Training for Speculative Decoding
- Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding
- DARTree: Speculative Diffusion Decoding with Autoregressive Draft Trees
- DeepSeek-V3 Technical Report
- TurboSpec: Closed-loop Speculation Control System for Optimizing LLM Serving Goodput
- Dynamic Speculation Lookahead Accelerates Speculative Decoding of Large Language Models
- SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting
- The Synergy of Speculative Decoding and Batching in Serving Large Language Models
- Gemini: A Family of Highly Capable Multimodal Models
- Gemma 4 Technical Report
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