Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference
☆50Jun 19, 2024Updated 2 years ago
Alternatives and similar repositories for cam
Users that are interested in cam are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆328Jul 10, 2025Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆55Oct 18, 2024Updated last year
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆44Aug 14, 2024Updated 2 years ago
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆58Mar 26, 2024Updated 2 years ago
- [ICLR 2025🔥] D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models☆27Jul 7, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆153Aug 9, 2024Updated 2 years ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆400Jul 10, 2025Updated last year
- ☆15Jun 4, 2024Updated 2 years ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆733Updated this week
- ☆47Nov 25, 2024Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆161Feb 20, 2025Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆186Jul 12, 2024Updated 2 years ago
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆465Jun 17, 2026Updated 2 months ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆190Jul 10, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official implementation of "SentenceKV: Efficient LLM Inference via Sentence-Level Semantic KV Caching" (COLM 2025). A novel KV cache com…☆15Sep 29, 2025Updated 10 months ago
- The Official Implementation of Ada-KV [NeurIPS 2025]☆139Nov 26, 2025Updated 8 months ago
- ☆19Jun 3, 2023Updated 3 years ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆529Aug 1, 2024Updated 2 years ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆427Nov 20, 2025Updated 8 months ago
- Source code for the paper "LongGenBench: Long-context Generation Benchmark"☆24Oct 8, 2024Updated last year
- Token Omission Via Attention☆129Oct 13, 2024Updated last year
- [COLM'25] A Controlled Study on Long Context Extension and Generalization in LLMs☆65Mar 9, 2026Updated 5 months ago
- ☆37Oct 10, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,226Apr 8, 2026Updated 4 months ago
- Unified KV Cache Compression Methods for Auto-Regressive Models☆1,369Updated this week
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆156Apr 7, 2025Updated last year
- KV cache compression for high-throughput LLM inference☆159Feb 5, 2025Updated last year
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆159Jan 14, 2026Updated 7 months ago
- ☆88Oct 9, 2024Updated last year
- LongBench v2 and LongBench (ACL 25'&24')☆1,223Jan 15, 2025Updated last year
- Accelerating Multitask Training Trough Adaptive Transition [Efficient ML Model]☆12May 23, 2025Updated last year
- ☆19Oct 14, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Running inference on the ZeroSCROLLS benchmark☆22Apr 18, 2024Updated 2 years ago
- ☆10Aug 22, 2023Updated 2 years ago
- (AAAI 2026) First-Order Error Matters: Accurate Compensation for Quantized Large Language Models☆17Apr 16, 2026Updated 4 months ago
- ☆86Jun 2, 2026Updated 2 months ago
- Source code for "Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference." In NeurIPS 2024☆22Dec 1, 2024Updated last year
- ☆12Aug 22, 2023Updated 2 years ago
- Parallel Bitonic Sort via Message Passing Interface☆13Dec 20, 2012Updated 13 years ago