[ICLR 2025] Dobi-SVD : Differentiable SVD for LLM Compression and Some New Perspectives"
☆55Oct 19, 2025Updated last year
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:
- PyTorch code for our paper "AdaSVD: Adaptive Singular Value Decomposition for Large Language Models"☆16Mar 9, 2025Updated 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
- This is the official Python version of CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Act…☆20Oct 25, 2024Updated last year
- [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
- 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.
- [NeurIPS Spotlight 2025] Angles Don’t Lie: Unlocking Training-Efficient RL Through the Model’s Own Signals.☆83Sep 26, 2025Updated last year
- "Knock, knock!" "Who's there?" "Dobi."☆17Aug 11, 2025Updated last year
- [ICML 2025] Official Repo for Stability-guided Adaptive Diffusion Acceleration. 🚀🌙Accelerating off-the-shelf diffusion model with a uni…☆44Jul 24, 2025Updated last year
- [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
- [NAACL' 25 main] Lillama: Large Language Model Compression via Low-Rank Feature Distillation☆11Apr 10, 2025Updated last year
- ☆18Jul 7, 2026Updated 3 months ago
- ☆25Jul 23, 2026Updated 3 months ago
- [NeurIPS'24] Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy☆74Jan 22, 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.
- [DAC 2026] FlashFPS☆17Jun 1, 2026Updated 4 months ago
- [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 6 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'☆19Apr 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
- (AAAI 2026) First-Order Error Matters: Accurate Compensation for Quantized Large Language Models☆17Apr 16, 2026Updated 6 months ago
- Awesome LLM compression research papers and tools.☆1,886Updated this week
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆51Apr 9, 2024Updated 2 years 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.
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆229Nov 25, 2025Updated 10 months ago
- Official Repo for paper "VLCache: Computing 2% Vision Tokens and Reusing 98% for Vision-Language Inference"☆16Mar 28, 2026Updated 6 months ago
- A GPU-based Incremental PCA implementation.☆33Sep 13, 2026Updated last month
- xKV: Cross-Layer SVD for KV-Cache Compression [ICML 2026]☆59Jul 7, 2026Updated 3 months ago
- ☆19Sep 24, 2026Updated 3 weeks ago
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆67Aug 9, 2024Updated 2 years ago
- [ACM MM2025]: MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization☆45Aug 13, 2025Updated last year
- [ACL 2023] TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline☆12Mar 4, 2024Updated 2 years ago
- FORA introduces simple yet effective caching mechanism in Diffusion Transformer Architecture for faster inference sampling.☆56Jul 8, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This repo contains the code for studying the interplay between quantization and sparsity methods☆26Feb 26, 2025Updated last year
- ☆56May 9, 2026Updated 5 months ago
- ☆13Dec 17, 2021Updated 4 years ago
- [ACL 2023] How Well Apply Simple MLP to Incomplete Utterance Rewriting?☆10Jul 14, 2023Updated 3 years ago
- Scalable Computation of Hessian Diagonals☆14Jun 2, 2024Updated 2 years ago
- Official implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"☆45May 1, 2025Updated last year
- Github Repo for OATS: Outlier-Aware Pruning through Sparse and Low Rank Decomposition☆21Apr 16, 2025Updated last year