[ICLR 2025] Dobi-SVD : Differentiable SVD for LLM Compression and Some New Perspectives"
☆55Oct 19, 2025Updated 11 months ago
Alternatives and similar repositories for Dobi-SVD
Users that are interested in Dobi-SVD 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 2025] CoreMatching: Co-adaptive Sparse Inference Framework for Comprehensive Acceleration of Vision Language Model☆16May 27, 2025Updated last year
- PyTorch code for our paper "AdaSVD: Adaptive Singular Value Decomposition for Large Language Models"☆16Mar 9, 2025Updated last year
- This is Official implementation for T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasonin…☆24Mar 5, 2026Updated 6 months ago
- This is the official Python version of CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Act…☆20Oct 25, 2024Updated last year
- [AAAI 2026] Official implementation of "FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models". If you find this reposi…☆19Aug 26, 2026Updated last month
- 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.
- [NeurIPS'25] KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems☆18Nov 1, 2025Updated 11 months ago
- [ACM MM 2026 Oral]⚡ZEUS accelerates your diffuser. Any modality. Any model. Any scheduler. https://yixiao-wang-stats.github.io/zeus/☆22Jun 2, 2026Updated 4 months ago
- [ICLR 2025🔥] SVD-LLM & [NAACL 2025🔥] SVD-LLM V2☆307Aug 28, 2025Updated last year
- This repository provides the official implementation of QSVD, a method for efficient low-rank approximation that unifies Query-Key-Value …☆29May 16, 2026Updated 4 months ago
- "Knock, knock!" "Who's there?" "Dobi."☆17Aug 11, 2025Updated last year
- [COLM 2026] From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement.☆192Aug 12, 2026Updated last month
- [NeurIPS 2023]MathNAS: If Blocks Have a Role in Mathematical Architecture Design.☆37Apr 10, 2024Updated 2 years ago
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆97Mar 17, 2025Updated last year
- ☆25Jul 23, 2026Updated 2 months 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.
- ☆18Jul 7, 2026Updated 2 months ago
- [DAC 2026] FlashFPS☆16Jun 1, 2026Updated 4 months ago
- [NeurIPS'24] Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy☆74Jan 22, 2025Updated last year
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆94Oct 22, 2024Updated last year
- [COLM 2025] DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation; 知乎：https://zhuanlan.zhihu.c…☆30Mar 5, 2025Updated last year
- [HPCA 2026] FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing☆22Apr 21, 2026Updated 5 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆57Aug 6, 2025Updated last year
- Official implementation of ICLR 2025 'LORO: Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization'☆18Apr 24, 2025Updated last year
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆96Apr 8, 2025Updated last year
- 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.
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆76Jan 6, 2024Updated 2 years ago
- (AAAI 2026) First-Order Error Matters: Accurate Compensation for Quantized Large Language Models☆17Apr 16, 2026Updated 5 months ago
- Awesome LLM compression research papers and tools.☆1,882Aug 27, 2026Updated last month
- ☆19Sep 24, 2026Updated last week
- Official Repo for paper "VLCache: Computing 2% Vision Tokens and Reusing 98% for Vision-Language Inference"☆15Mar 28, 2026Updated 6 months ago
- A GPU-based Incremental PCA implementation.☆32Sep 13, 2026Updated 2 weeks ago
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆67Aug 9, 2024Updated 2 years ago
- [ACL 2023] TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline☆12Mar 4, 2024Updated 2 years ago
- This repo contains the code for studying the interplay between quantization and sparsity methods☆26Feb 26, 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.
- ☆53May 9, 2026Updated 4 months ago
- ☆30Apr 12, 2024Updated 2 years ago
- Github Repo for OATS: Outlier-Aware Pruning through Sparse and Low Rank Decomposition☆21Apr 16, 2025Updated last year
- Triton kernels for Flux☆23Jul 7, 2025Updated last year
- ☆22Jul 13, 2026Updated 2 months ago
- [NeurIPS'25] KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems☆191Nov 3, 2025Updated 11 months ago
- Fast, memory-efficient attention column reduction (e.g., sum, mean, max)☆50Feb 10, 2026Updated 7 months ago