sail-sg / LongSpecLinks
LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
☆73Updated 6 months ago
Alternatives and similar repositories for LongSpec
Users that are interested in LongSpec are comparing it to the libraries listed below
Sorting:
- ☆129Updated 7 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆55Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆52Updated last year
- ☆53Updated last year
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]☆61Updated 3 months ago
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆39Updated 11 months ago
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆103Updated 7 months ago
- ☆50Updated 8 months ago
- ☆39Updated last year
- Source code for the paper "LongGenBench: Long-context Generation Benchmark"☆24Updated last year
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆44Updated last year
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆56Updated last year
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆110Updated 3 months ago
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆88Updated 10 months ago
- ☆118Updated 4 months ago
- Kinetics: Rethinking Test-Time Scaling Laws☆85Updated 6 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆48Updated last year
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆61Updated 11 months ago
- ☆110Updated 4 months ago
- ☆11Updated last year
- Multi-Candidate Speculative Decoding☆39Updated last year
- Implementation for FP8/INT8 Rollout for RL training without performence drop.☆288Updated 2 months ago
- The Official Implementation of Ada-KV [NeurIPS 2025]☆125Updated 2 months ago
- ☆49Updated last year
- 16-fold memory access reduction with nearly no loss☆109Updated 10 months ago
- "Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding" Zhenyu Zhang, Runjin Chen, Shiw…☆31Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆113Updated 10 months ago
- ☆78Updated last year
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆89Updated last year
- ☆63Updated 6 months ago