REST: Retrieval-Based Speculative Decoding, NAACL 2024
☆215Mar 5, 2026Updated 2 weeks ago
Alternatives and similar repositories for REST
Users that are interested in REST are comparing it to the libraries listed below
Sorting:
- Fast inference from large lauguage models via speculative decoding☆899Aug 22, 2024Updated last year
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆219Feb 13, 2025Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆117Mar 20, 2025Updated last year
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,719Jun 25, 2024Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,322Mar 6, 2025Updated last year
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆44Feb 13, 2025Updated last year
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆372Apr 22, 2025Updated 10 months ago
- Multi-Candidate Speculative Decoding☆40Apr 22, 2024Updated last year
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,145Mar 9, 2026Updated last week
- Cascade Speculative Drafting☆33Apr 2, 2024Updated last year
- ☆599Aug 23, 2024Updated last year
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,220Feb 20, 2026Updated last month
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆144Dec 4, 2024Updated last year
- Accelerate inference without tears☆374Jan 23, 2026Updated last month
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆531Feb 10, 2025Updated last year
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆148Dec 23, 2025Updated 2 months ago
- Codes for our paper "Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation" (EMNLP 2023 Findings)☆46Dec 9, 2023Updated 2 years ago
- Repository of the paper "Accelerating Transformer Inference for Translation via Parallel Decoding"☆124Mar 15, 2024Updated 2 years ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,864Mar 12, 2026Updated last week
- ☆306Jul 10, 2025Updated 8 months ago
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆277Aug 31, 2024Updated last year
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,196Mar 9, 2026Updated last week
- Official Implementation of ACL2023: Don't Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span …☆14Aug 25, 2023Updated 2 years ago
- ☆15Aug 19, 2024Updated last year
- ☆11Feb 5, 2026Updated last month
- scalable and robust tree-based speculative decoding algorithm☆372Jan 28, 2025Updated last year
- [NeurIPS'23] Speculative Decoding with Big Little Decoder☆96Feb 6, 2024Updated 2 years ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,904Jan 21, 2024Updated 2 years ago
- ☆353Apr 2, 2024Updated last year
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆236Aug 2, 2024Updated last year
- FlashInfer: Kernel Library for LLM Serving☆5,145Updated this week
- ☆56Apr 11, 2024Updated last year
- Example of applying CUDA graphs to LLaMA-v2☆12Aug 25, 2023Updated 2 years ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆55Oct 29, 2024Updated last year
- ☆64Dec 3, 2024Updated last year
- official code for GliDe with a CaPE☆20Aug 13, 2024Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆642Mar 4, 2024Updated 2 years ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆65Sep 28, 2024Updated last year
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆53Jul 15, 2025Updated 8 months ago