sail-sg / LongSpecLinks
LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
☆67Updated 4 months ago
Alternatives and similar repositories for LongSpec
Users that are interested in LongSpec are comparing it to the libraries listed below
Sorting:
- ☆120Updated 5 months ago
- The official implementation for [NeurIPS2025 Oral] Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink…☆101Updated last month
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆50Updated last year
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆97Updated 4 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆52Updated last year
- ☆46Updated 5 months ago
- ☆106Updated last month
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆36Updated 9 months ago
- Kinetics: Rethinking Test-Time Scaling Laws☆82Updated 4 months ago
- ☆10Updated last year
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆41Updated last year
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆54Updated 11 months ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆56Updated 8 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆104Updated last month
- ☆61Updated 4 months ago
- ☆101Updated 2 months ago
- Implementation for FP8/INT8 Rollout for RL training without performence drop.☆269Updated last week
- ☆38Updated last year
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆89Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆111Updated 7 months ago
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆80Updated 7 months ago
- ☆53Updated last year
- Source code for the paper "LongGenBench: Long-context Generation Benchmark"☆23Updated last year
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆40Updated last year
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆47Updated last year
- ☆26Updated 3 months ago
- Code for the preprint "Cache Me If You Can: How Many KVs Do You Need for Effective Long-Context LMs?"☆47Updated 3 months ago
- Official implementation for DenseMixer: Improving MoE Post-Training with Precise Router Gradient☆60Updated 3 months ago
- 16-fold memory access reduction with nearly no loss☆106Updated 7 months ago
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]☆58Updated last month