sail-sg / LongSpecLinks
LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
☆61Updated 3 weeks ago
Alternatives and similar repositories for LongSpec
Users that are interested in LongSpec are comparing it to the libraries listed below
Sorting:
- ☆113Updated 2 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆49Updated 9 months ago
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆29Updated 5 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆48Updated 9 months ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆52Updated 5 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆38Updated 11 months ago
- ☆38Updated 11 months ago
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [arXiv '25]☆43Updated 3 weeks ago
- ☆10Updated 10 months ago
- ☆37Updated 2 months ago
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆72Updated 4 months ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆50Updated 8 months ago
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆89Updated last month
- ☆54Updated 3 weeks ago
- The official implementation for Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free☆46Updated 2 months ago
- ☆95Updated 3 months ago
- Source code for the paper "LongGenBench: Long-context Generation Benchmark"☆22Updated 9 months ago
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆87Updated last month
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆109Updated 4 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆92Updated last week
- ☆71Updated 8 months ago
- Multi-Candidate Speculative Decoding☆36Updated last year
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆102Updated 3 months ago
- 16-fold memory access reduction with nearly no loss☆103Updated 4 months ago
- ☆43Updated 8 months ago
- official code for GliDe with a CaPE☆18Updated 11 months ago
- Kinetics: Rethinking Test-Time Scaling Laws☆70Updated 3 weeks ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆42Updated last year
- (ACL 2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation☆31Updated 2 months ago
- ☆50Updated last year