ydyhello / TailorKVLinks
Official implementation of "TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization" (Findings of ACL 2025).
☆18Updated last month
Alternatives and similar repositories for TailorKV
Users that are interested in TailorKV are comparing it to the libraries listed below
Sorting:
- (ACL 2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation☆32Updated 3 months ago
- ☆10Updated 11 months ago
- ☆51Updated last year
- Kinetics: Rethinking Test-Time Scaling Laws☆80Updated last month
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆119Updated last month
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆42Updated last year
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆93Updated 2 months ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆53Updated 6 months ago
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆49Updated last year
- The official code implementation for paper "R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing"☆45Updated last week
- This is the official implementation for the paper: Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models☆15Updated 11 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆39Updated last year
- ☆51Updated 2 months ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆35Updated last year
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆74Updated 5 months ago
- Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?☆115Updated 10 months ago
- JudgeLRM: Large Reasoning Models as a Judge☆35Updated 4 months ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆19Updated last year
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆63Updated last month
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆25Updated 9 months ago
- ☆57Updated last month
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆21Updated last year
- Official implementation of the paper: "A deeper look at depth pruning of LLMs"☆15Updated last year
- The open-source Mixture of Depths code and the official implementation of the paper "Router-Tuning: A Simple and Effective Approach for E…☆15Updated 2 weeks ago
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [arXiv '25]☆49Updated last month
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆85Updated 6 months ago
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆145Updated last month
- [ICML‘2024] "LoCoCo: Dropping In Convolutions for Long Context Compression", Ruisi Cai, Yuandong Tian, Zhangyang Wang, Beidi Chen☆17Updated 11 months ago
- Official implementation of "Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning"☆21Updated 3 months ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆52Updated 9 months ago