speculative-decoding

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#计算机科学#Large-scale LLM inference engine

Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3.

#大语言模型#scalable and robust tree-based speculative decoding algorithm

#大语言模型#Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024

#大语言模型#[COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding

REST: Retrieval-Based Speculative Decoding, NAACL 2024

LLM Inference on consumer devices

#大语言模型#[NeurIPS'23] Speculative Decoding with Big Little Decoder

[ICML 2025] | From Hours to Minutes: Lossless Acceleration of Ultra Long Sequence Generation

#大语言模型#Implementation of the paper Fast Inference from Transformers via Speculative Decoding, Leviathan et al. 2023.

[ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Codes for our paper "Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation" (EMNLP 2023 Findings)

[ICML 2025] Reward-guided Speculative Decoding (RSD) for efficiency and effectiveness.

#大语言模型#PipeInfer: Accelerating LLM Inference using Asynchronous Pipelined Speculation

Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton

#大语言模型#minimal C implementation of speculative decoding based on llama2.c

Official Implementation of LANTERN (ICLR'25) and LANTERN++(ICLRW-SCOPE'25)

Accelerating LLM inference with techniques like speculative decoding, quantization, and kernel fusion, focusing on implementing state-of-the-art research papers.

Official Implementation of "GRIFFIN: Effective Token Alignment for Faster Speculative Decoding"