[ICML 2025] CommVQ: Commutative Vector Quantization for KV Cache Compression
☆27Sep 2, 2025Updated last year
Alternatives and similar repositories for CommVQ
Users that are interested in CommVQ are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18Sep 23, 2025Updated last year
- ☆42Mar 28, 2024Updated 2 years ago
- This repository presents the source code for the paper "MILLION: Mastering Long-Context LLM Inference Via Outlier-Immunized KV Product Qu…☆25Sep 1, 2026Updated last month
- [ICML2025] KVTuner: Sensitivity-Aware Layer-wise Mixed Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference☆32Jan 27, 2026Updated 8 months ago
- This repository contains low-bit quantization papers from 2020 to 2026 on top conference.☆227Aug 22, 2026Updated last month
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Fast Hadamard transform in CUDA, with a PyTorch interface☆352Mar 10, 2026Updated 7 months ago
- ☆25Oct 31, 2024Updated last year
- ☆33Mar 5, 2026Updated 7 months ago
- ☆28Nov 5, 2021Updated 4 years ago
- Residual vector quantization for KV cache compression in large language model☆12Oct 22, 2024Updated last year
- PyTorch code for our paper "Progressive Binarization with Semi-Structured Pruning for LLMs"☆13Jul 11, 2026Updated 3 months ago
- [ISSTA 2025] A Large-scale Empirical Study on Fine-tuning Large Language Models for Unit Testing☆13Feb 9, 2025Updated last year
- Official implementation of the ICLR 2024 paper AffineQuant☆31Mar 30, 2024Updated 2 years ago
- ☆126Feb 26, 2026Updated 7 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.
- The official code implementation for paper "PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs"☆30May 24, 2025Updated last year
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆65Oct 9, 2025Updated last year
- TransPimLib is a library for transcendental (and other hard-to-calculate) functions in general-purpose PIM systems, TransPimLib provides …☆15Apr 21, 2023Updated 3 years ago
- This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"☆135Oct 15, 2025Updated 11 months ago
- 🎓Automatically Update circult-eda-mlsys-tinyml Papers Daily using Github Actions (Update Every 8th hours)☆10Oct 5, 2026Updated last week
- Segmented Code Adjustment Quantization (SAQ)☆28Sep 22, 2025Updated last year
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆40Sep 24, 2024Updated 2 years ago
- KV cache compression via sparse coding☆18Oct 26, 2025Updated 11 months ago
- xKV: Cross-Layer SVD for KV-Cache Compression [ICML 2026]☆59Jul 7, 2026Updated 3 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- RobuQ: Pushing DiTS to W1.58A2 via Robust Activation Quantization☆17Jun 28, 2026Updated 3 months ago
- Hand Mesh Recovery models on OakInk-Image dataset☆13Apr 4, 2024Updated 2 years ago
- Official implementation of "Learning To Draft: Adaptive Speculative Decoding with Reinforcement Learning" (ICLR 2026)☆23Mar 1, 2026Updated 7 months ago
- ☆16Jul 9, 2026Updated 3 months ago
- ☆10Sep 26, 2024Updated 2 years ago
- [ICLR'25] R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference☆21Apr 28, 2025Updated last year
- ☆21Apr 3, 2025Updated last year
- SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models☆15Feb 20, 2025Updated last year
- InstAttention: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference☆20Mar 30, 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.
- (AAAI 2026) First-Order Error Matters: Accurate Compensation for Quantized Large Language Models☆17Apr 16, 2026Updated 5 months ago
- Reference implementation and examples of the CuTe Layout representation and algebra.☆369Sep 30, 2026Updated last week
- Analyze LLM inference: FLOPs, memory, Roofline model. Supports GQA, MoE, MLA, RoPE, SwiGLU. 19 models × 20+ hardware platforms.☆22Apr 16, 2026Updated 5 months ago
- [ICCV 2025] QuantCache：Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation☆18Sep 26, 2025Updated last year
- ☆21Jul 3, 2026Updated 3 months ago
- ☆194Jun 22, 2025Updated last year
- EECS 151/251A FPGA Project Skeleton for Spring 2020☆12May 6, 2020Updated 6 years ago