speculative-decoding
There are 26 repositories under speculative-decoding topic.
intel/intel-extension-for-transformers
⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡
aphrodite-engine/aphrodite-engine
Large-scale LLM inference engine
SafeAILab/EAGLE
Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3.
Infini-AI-Lab/Sequoia
scalable and robust tree-based speculative decoding algorithm
facebookresearch/LayerSkip
Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024
Infini-AI-Lab/TriForce
[COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
FasterDecoding/REST
REST: Retrieval-Based Speculative Decoding, NAACL 2024
Infini-AI-Lab/UMbreLLa
LLM Inference on consumer devices
kssteven418/BigLittleDecoder
[NeurIPS'23] Speculative Decoding with Big Little Decoder
hemingkx/SWIFT
[ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
romsto/Speculative-Decoding
Implementation of the paper Fast Inference from Transformers via Speculative Decoding, Leviathan et al. 2023.
hemingkx/SpecDec
Codes for our paper "Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation" (EMNLP 2023 Findings)
AutonomicPerfectionist/PipeInfer
PipeInfer: Accelerating LLM Inference using Asynchronous Pipelined Speculation
BaohaoLiao/RSD
Reward-guided Speculative Decoding (RSD) for efficiency and effectiveness.
mscheong01/speculative_decoding.c
minimal C implementation of speculative decoding based on llama2.c
ccs96307/fast-llm-inference
Accelerating LLM inference with techniques like speculative decoding, quantization, and kernel fusion, focusing on implementing state-of-the-art research papers.
smpanaro/token-recycling
Unofficial implementation of Token Recycling self-speculative decoding method.
wtlow003/speculative-sampling
Implementation of Speculative Sampling in "Accelerating Large Language Model Decoding with Speculative Sampling"
hsj576/GRIFFIN
Official Implementation of "GRIFFIN: Effective Token Alignment for Faster Speculative Decoding"
pinqian77/Dynasurge
Dynasurge: Dynamic Tree Speculation for Prompt-Specific Decoding
u-hyszk/japanese-speculative-decoding
Verification of the effect of speculative decoding in Japanese.
haukzero/Speculative-Demo
一个简单的投机推理实现
PopoDev/BiLD
Reproducibility Project for [NeurIPS'23] Speculative Decoding with Big Little Decoder
kinshukdua/SpecDec
Some experiments aimed at increasing LLM throughput and efficiency via Speculative Decoding.
majid-daliri/DISD
Coupling without Communication and Drafter-Invariant Speculative Decoding
wtlow003/ngram-decoding
(Re)-implementation of "Prompt Lookup Decoding" by Apoorv Saxena, with extended ideas from LLMA Decoding.