(ACL 2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation
☆34May 28, 2025Updated 9 months ago
Alternatives and similar repositories for SCOPE
Users that are interested in SCOPE are comparing it to the libraries listed below
Sorting:
- Source code for the paper "LongGenBench: Long-context Generation Benchmark"☆23Oct 8, 2024Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆51Oct 18, 2024Updated last year
- Implementation of AdaCQR(COLING 2025)☆13Dec 30, 2024Updated last year
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆55Oct 29, 2024Updated last year
- The Official Implementation of Ada-KV [NeurIPS 2025]☆128Nov 26, 2025Updated 3 months ago
- ☆36Mar 17, 2025Updated last year
- Source code of paper ''KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing''☆31Oct 24, 2024Updated last year
- ☆47Nov 25, 2024Updated last year
- Official Implementation of FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration☆30Nov 22, 2025Updated 3 months ago
- ☆306Jul 10, 2025Updated 8 months ago
- [WSDM 2026] LookAhead Tuning: Safer Language Models via Partial Answer Previews☆17Dec 14, 2025Updated 3 months ago
- LongAttn :Selecting Long-context Training Data via Token-level Attention☆15Jul 16, 2025Updated 8 months ago
- Code for paper: Long cOntext aliGnment via efficient preference Optimization☆24Oct 10, 2025Updated 5 months ago
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning☆62Oct 24, 2025Updated 4 months ago
- FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient LLM Reasoning (EMNLP 2025)☆57Oct 10, 2025Updated 5 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆92Feb 14, 2025Updated last year
- ☆34Nov 18, 2025Updated 4 months ago
- Official Implementation of "GRIFFIN: Effective Token Alignment for Faster Speculative Decoding"[NeurIPS 2025]☆18May 12, 2025Updated 10 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆376Jul 10, 2025Updated 8 months ago
- ☆23Mar 7, 2025Updated last year
- [NeurIPS 2024] | An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding☆22Oct 10, 2024Updated last year
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆44Feb 13, 2025Updated last year
- Suri: Multi-constraint instruction following for long-form text generation (EMNLP’24)☆27Oct 3, 2025Updated 5 months ago
- [AAAI 26'] This is the official pytorch implementation for paper: Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acc…☆59Nov 13, 2025Updated 4 months ago
- [ICML 2025] LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models☆17Nov 4, 2025Updated 4 months ago
- ☆12Feb 28, 2025Updated last year
- ☆62Oct 29, 2024Updated last year
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆668Feb 24, 2026Updated 3 weeks ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆531Feb 10, 2025Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆117Mar 20, 2025Updated last year
- [ACL 2025] LongSafety: Evaluating Long-Context Safety of Large Language Models☆16Jun 18, 2025Updated 9 months ago
- PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation [NeurIPS 2025]☆18Oct 11, 2025Updated 5 months ago
- Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation, ICML 2024☆22Jun 26, 2024Updated last year
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆72Sep 18, 2025Updated 6 months ago
- official repo for paper "[CLS] Token Tells Everything Needed for Training-free Efficient MLLMs"☆22Apr 23, 2025Updated 10 months ago
- The original Shared Recurrent Memory Transformer implementation☆34Jul 11, 2025Updated 8 months ago
- Reading notes on Speculative Decoding papers☆26Feb 24, 2026Updated 3 weeks ago
- ☆64Jan 12, 2026Updated 2 months ago
- ☆26Apr 14, 2025Updated 11 months ago