LLMkvsys / rethink-kv-compressionLinks
☆21Updated 9 months ago
Alternatives and similar repositories for rethink-kv-compression
Users that are interested in rethink-kv-compression are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆49Updated 4 months ago
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆54Updated last year
- AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference☆20Updated 10 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆52Updated last year
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆68Updated 5 months ago
- ☆47Updated 6 months ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆20Updated last year
- 16-fold memory access reduction with nearly no loss☆109Updated 8 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆47Updated last year
- ☆34Updated 10 months ago
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆38Updated 10 months ago
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]☆60Updated 2 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆42Updated last year
- The Official Implementation of Ada-KV [NeurIPS 2025]☆118Updated 2 weeks ago
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆126Updated 5 months ago
- ☆17Updated 9 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆170Updated last year
- (ACL 2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation☆33Updated 6 months ago
- Vocabulary Parallelism☆24Updated 9 months ago
- [ICML 2025] SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity☆64Updated 5 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆135Updated last year
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆156Updated 2 months ago
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆73Updated 2 weeks ago
- PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design (KDD 2025)☆28Updated last year
- ☆10Updated last year
- ☆132Updated 6 months ago
- Official Implementation of FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration☆28Updated 3 weeks ago
- ☆63Updated last year
- Source code for the paper "LongGenBench: Long-context Generation Benchmark"☆24Updated last year
- QJL: 1-Bit Quantized JL transform for KV Cache Quantization with Zero Overhead☆31Updated 10 months ago