Mentored Decoding: Faster Inference meets Boosting
cs.LG
Submitted: 2026-09-24
Updated: 2026-09-24
Terminology
Sources
- Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
- DFlash: Block Diffusion for Flash Speculative Decoding
- Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
- Better & Faster Large Language Models via Multi-token Prediction
- Beyond the Target: From Imitation to Collaboration in Speculative Decoding
- A Practical Investigation of Training-free Relaxed Speculative Decoding
- Inference with Reference: Lossless Acceleration of Large Language Models
Related papers
- Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
- AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
- Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
- Convergence issues in Relational Concept Analysis based on AOC-posets
- Beliefs Beyond Posteriors: Local-Consistency Optimisation for Bayesian Neural Networks
- Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks