[COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models
☆24Oct 5, 2024Updated last year
Alternatives and similar repositories for SKVQ
Users that are interested in SKVQ are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆405Nov 20, 2025Updated 6 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆182Jul 12, 2024Updated last year
- [NeurIPS 2024] The official implementation of ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification☆33Mar 30, 2025Updated last year
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆427Aug 13, 2024Updated last year
- [NAACL 2025🔥] MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference☆20Jun 19, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆42Mar 28, 2024Updated 2 years ago
- xKV: Cross-Layer SVD for KV-Cache Compression☆49May 27, 2026Updated 2 weeks ago
- [ICML2025] KVTuner: Sensitivity-Aware Layer-wise Mixed Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference☆28Jan 27, 2026Updated 4 months ago
- ☆47Nov 25, 2024Updated last year
- An Attention Superoptimizer☆22Jan 20, 2025Updated last year
- ☆36Oct 4, 2025Updated 8 months ago
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- An implementation of parameter server framework in PyTorch RPC.☆12Nov 12, 2021Updated 4 years ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆341Jul 2, 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.
- This repo contains evaluation code for the paper "MileBench: Benchmarking MLLMs in Long Context"☆38Jul 11, 2024Updated last year
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆93May 14, 2026Updated last month
- ☆37Aug 7, 2025Updated 10 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆393Jul 10, 2025Updated 11 months ago
- Composable and Embeddable Communication Runtime for Distributed AI Services☆103Jun 5, 2026Updated last week
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆55Mar 27, 2024Updated 2 years ago
- Residual vector quantization for KV cache compression in large language model☆12Oct 22, 2024Updated last year
- Official code for the paper "Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark"☆30Jun 30, 2025Updated 11 months ago
- ☆24Mar 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.
- ☆137Jun 6, 2025Updated last year
- Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices☆12Jul 1, 2021Updated 4 years ago
- HaSTL: A fast GPU implementation of STL decomposition with missing values and support for both CUDA and OpenCL☆13Sep 11, 2023Updated 2 years ago
- Evaluation for 3D reconstruction, includes monocular depth, video depth, relative camera pose & multi-view point map estimation.☆21Aug 26, 2025Updated 9 months ago
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆130Jul 11, 2023Updated 2 years ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆103Nov 9, 2024Updated last year
- [DAC2024] A Holistic Functionalization Approach to Optimizing Imperative Tensor Programs in Deep Learning☆15Jan 13, 2024Updated 2 years ago
- ☆20Sep 28, 2024Updated last year
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆401Feb 14, 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.
- ☆320Jul 10, 2025Updated 11 months ago
- ☆12Sep 1, 2023Updated 2 years ago
- 🎓Automatically Update circult-eda-mlsys-tinyml Papers Daily using Github Actions (Update Every 8th hours)☆10Jun 8, 2026Updated last week
- [SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference☆91Dec 7, 2025Updated 6 months ago
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆57Mar 26, 2024Updated 2 years ago
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆254Dec 16, 2024Updated last year
- ☆91Jan 23, 2025Updated last year