[ICML2025] KVTuner: Sensitivity-Aware Layer-wise Mixed Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference
☆32Jan 27, 2026Updated 9 months ago
Alternatives and similar repositories for KVTuner
Users that are interested in KVTuner 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 code implementation for paper "PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs"☆33May 24, 2025Updated last year
- KV cache compression via sparse coding☆18Oct 26, 2025Updated last year
- [COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆25Oct 5, 2024Updated 2 years ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆437Nov 20, 2025Updated 11 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆178Nov 26, 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.
- [ICML 2025] CommVQ: Commutative Vector Quantization for KV Cache Compression☆27Sep 2, 2025Updated last year
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆67Aug 9, 2024Updated 2 years ago
- LLM Inference with Microscaling Format☆35Nov 12, 2024Updated last year
- The Official Implementation of Ada-KV [NeurIPS 2025]☆143Nov 26, 2025Updated 11 months ago
- Hyperdimensional computing in memory. Artifact from 'A Case Study of Processing-in-Memory in off-the-Shelf Systems' (USENIX ATC '21)☆10Dec 2, 2023Updated 2 years ago
- Code for "All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens"☆11Sep 11, 2025Updated last year
- BESA is a differentiable weight pruning technique for large language models.☆17Mar 4, 2024Updated 2 years ago
- [NeurIPS 2025] ScaleKV: Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression☆53Mar 13, 2026Updated 7 months ago
- A well-posed RRAM SPICE model implemented in Verilog-A, based on Stanford/ASU filamentary model, using code developed at UC Berkeley☆15Nov 30, 2020Updated 5 years 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.
- A high-throughput LLM serving engine with non-uniform KV cache compression, built on vLLM☆16Sep 9, 2026Updated last month
- (CVPR 2024)Official implementation of KDBTS: Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation☆10Jan 20, 2026Updated 9 months ago
- ☆21Apr 27, 2026Updated 6 months ago
- Official implementation of ICML'24 paper "LQER: Low-Rank Quantization Error Reconstruction for LLMs"☆19Jul 11, 2024Updated 2 years ago
- Official implementation of the Point Transformer-in-Transformer: https://arxiv.org/abs/2204.03957☆19Apr 11, 2022Updated 4 years ago
- Official repository for the paper: "You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning" [ICLR 2025]☆10Apr 13, 2025Updated last year
- Efficient Foundation Model Design: A Perspective From Model and System Co-Design [Efficient ML System & Model]☆31Feb 23, 2025Updated last year
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆97Jul 28, 2025Updated last year
- [MobiSys 2026] On-device ultra-low-bit LLM inference with LUT☆28Jun 24, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICLR25] STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs☆19Jun 3, 2025Updated last year
- Verilog Model for W25Q128JVxIM Serial Flash Memory☆18Jun 7, 2020Updated 6 years ago
- [NeurIPS 2024] Implementation of paper - D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models☆26Apr 9, 2025Updated last year
- 🎓Automatically Update circult-eda-mlsys-tinyml Papers Daily using Github Actions (Update Every 8th hours)☆10Updated this week
- Code Repository for Blog - How to Productionize Large Language Models (LLMs)☆12Mar 27, 2024Updated 2 years ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆748Aug 16, 2026Updated 2 months ago
- This is a repository for the course "From Beginner to LLM Developer" by Towards AI.☆13Jan 2, 2025Updated last year
- Code of "Eva-CiM: A System-Level Performance and Energy Evaluation Framework for Computing-in-Memory Architectures", TCAD 2020☆14Apr 1, 2021Updated 5 years ago
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆96Apr 8, 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.
- ☆14Apr 22, 2024Updated 2 years ago
- ☆17Jun 14, 2026Updated 4 months ago
- ☆16Feb 11, 2025Updated last year
- 通用论文大纲☆14Nov 15, 2019Updated 6 years ago
- Implementation of Anthropic agentic workflow's using Google Gemini 2.0 Flash Experimental☆15Jan 22, 2025Updated last year
- ☆27Feb 22, 2024Updated 2 years ago
- [NeurIPS 2024] The official implementation of ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification☆33Mar 30, 2025Updated last year