This repository provides the official implementation of QSVD, a method for efficient low-rank approximation that unifies Query-Key-Value (QKV) weight compression in low-precision Vision-Language Models (VLMs).
☆28May 16, 2026Updated 2 months ago
Alternatives and similar repositories for QSVD
Users that are interested in QSVD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2025] Dobi-SVD : Differentiable SVD for LLM Compression and Some New Perspectives"☆54Oct 19, 2025Updated 9 months ago
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆93Mar 17, 2025Updated last year
- [NeurIPS 2025 (spotlight)] HBLLM: Wavelet-Enhanced High-Fidelity 1-Bit Quantization for LLMs☆16Dec 17, 2025Updated 7 months ago
- [ACM MM2025]: MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization☆44Aug 13, 2025Updated 11 months ago
- ☆16Nov 5, 2025Updated 8 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.
- ☆48May 9, 2026Updated 2 months ago
- [ICLR 2026 Oral] Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation☆104May 8, 2026Updated 2 months ago
- TA's implementation for the project of Computer Architecture and Intelligent Chip Design (23 Spring)☆10May 20, 2023Updated 3 years ago
- ☆14Feb 5, 2025Updated last year
- [ICLR'25] ARB-LLM: Alternating Refined Binarizations for Large Language Models☆31Aug 5, 2025Updated 11 months ago
- ☆30Feb 6, 2026Updated 5 months ago
- PyTorch code for our paper "AdaSVD: Adaptive Singular Value Decomposition for Large Language Models"☆15Mar 9, 2025Updated last year
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆92Jul 28, 2025Updated 11 months ago
- Standalone software tool for conducting spatial audio listening tests.☆15Nov 29, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Mixture-of-Basis-Experts for Compressing MoE-based LLMs☆37Dec 24, 2025Updated 7 months ago
- [ICRA 2025] Fast Global Localization on Neural Radiance Field☆17Jun 30, 2025Updated last year
- ☆16Oct 28, 2025Updated 8 months ago
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆223Nov 25, 2025Updated 8 months ago
- DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails☆34Feb 26, 2025Updated last year
- [ICLR 2026] M2-Miner: Multi-Agent Enhanced MCTS for Mobile GUI Agent Data Mining☆55Apr 22, 2026Updated 3 months ago
- [NeurIPS'25] KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems☆17Nov 1, 2025Updated 8 months ago
- LLGS: Illuminating Gaussian Splatting via absorptance Modulation☆20Oct 16, 2024Updated last year
- A collection of various llm pruning implementations, training code for GPUs & TPUs, and evaluation script.☆69Apr 20, 2026Updated 3 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- CastleHill: Separable Causal Diffusion / Varitaion Flow Maps for LTX-2 long-form video generation☆15May 19, 2026Updated 2 months ago
- Cross-modal Clustering with Deep Correlated Information Bottleneck Method☆11Aug 7, 2022Updated 3 years ago
- A cage-based deformation for meshes in 2D.☆14Sep 8, 2018Updated 7 years ago
- Deriving steepest descent convergence bounds and hyperparameter scaling laws in machine learning optimization from first principles, form…☆16Apr 11, 2026Updated 3 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆158Feb 20, 2025Updated last year
- Pytorch Implementation of CLIP-Lite | Accepted at AISTATS 2023☆14Mar 17, 2023Updated 3 years ago
- KDD Cup 2022 Baidu Wind Power Forecast项目：百度风电功率预测赛 (Paddle Track 5th)☆13Jul 29, 2022Updated 3 years ago
- One command · One Microsoft login · Zero repeated auth Hours of uninterrupted access to NYU Torch from your terminal and IDE.☆15Jul 17, 2026Updated last week
- This is Official implementation for T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasonin…☆24Mar 5, 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.
- [ACM MM 2026]⚡ZEUS accelerates your diffuser. Any modality. Any model. Any scheduler. https://yixiao-wang-stats.github.io/zeus/☆20Jun 2, 2026Updated last month
- The code of SCHAIN in the paper Semi-supervised Clustering in Attributed Heterogeneous Information Networks☆10Jul 29, 2019Updated 6 years ago
- matlab code for hyperspectral target/anomaly detection☆10Dec 18, 2020Updated 5 years ago
- Official Implementation (Pytorch) of the "Representation Shift: Unifying Token Compression with FlashAttention", ICCV 2025☆36Feb 22, 2026Updated 5 months ago
- Official Repo of CudaForge☆84Dec 2, 2025Updated 7 months ago
- Quantize transformers to any learned arbitrary 4-bit numeric format☆59Jul 2, 2026Updated 3 weeks ago
- Weighted Reed Xiaoli Detector☆13Mar 8, 2021Updated 5 years ago