The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.
☆50Oct 18, 2024Updated last year
Alternatives and similar repositories for SimLayerKV
Users that are interested in SimLayerKV are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official implementation of "LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptation"☆22Apr 22, 2025Updated 11 months ago
- ☆47Nov 25, 2024Updated last year
- Source code of paper ''KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing''☆31Oct 24, 2024Updated last year
- triton ver of gqa flash attn, based on the tutorial☆12Aug 4, 2024Updated last year
- (ACL2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation☆34May 28, 2025Updated 10 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆310Jul 10, 2025Updated 9 months ago
- ☆20Apr 16, 2025Updated 11 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆54Oct 29, 2024Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆380Jul 10, 2025Updated 9 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆53Aug 6, 2025Updated 8 months ago
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆55Jul 16, 2024Updated last year
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆63Apr 18, 2024Updated last year
- The Official Implementation of Ada-KV [NeurIPS 2025]☆131Nov 26, 2025Updated 4 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆49Jun 19, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆251Dec 16, 2024Updated last year
- xKV: Cross-Layer SVD for KV-Cache Compression☆48Nov 30, 2025Updated 4 months ago
- [ACL 2026 (Main)] LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆79Jul 14, 2025Updated 8 months ago
- ☆12Sep 7, 2024Updated last year
- ☆40Oct 16, 2025Updated 5 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆535Feb 10, 2025Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆47Apr 15, 2025Updated 11 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆135Mar 21, 2025Updated last year
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆157Apr 7, 2025Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆200Updated this week
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆291May 1, 2025Updated 11 months ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆42Dec 29, 2025Updated 3 months ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆181Jul 10, 2024Updated last year
- [SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference☆84Dec 7, 2025Updated 4 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆181Jul 12, 2024Updated last year
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆145Dec 4, 2024Updated last year
- ☆27Nov 25, 2025Updated 4 months ago
- KV cache compression for high-throughput LLM inference☆155Feb 5, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆153Feb 20, 2025Updated last year
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆510Aug 1, 2024Updated last year
- Code repo for "CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs".☆16Sep 15, 2024Updated last year
- [ICLR 2025🔥] D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models☆27Jul 7, 2025Updated 9 months ago
- LongAttn ：Selecting Long-context Training Data via Token-level Attention☆15Jul 16, 2025Updated 8 months ago
- Repository of IPBench☆20Updated this week
- ☆59May 19, 2025Updated 10 months ago