[ICLR 2025] Dobi-SVD : Differentiable SVD for LLM Compression and Some New Perspectives"
☆50Oct 19, 2025Updated 4 months ago
Alternatives and similar repositories for Dobi-SVD
Users that are interested in Dobi-SVD are comparing it to the libraries listed below
Sorting:
- [ICML 2025] Official Repo for Stability-guided Adaptive Diffusion Acceleration. 🚀🌙Accelerating off-the-shelf diffusion model with a uni…☆39Jul 24, 2025Updated 7 months ago
- Official implementation of ICLR 2025 'LORO: Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization'☆16Apr 24, 2025Updated 10 months ago
- "Knock, knock!" "Who's there?" "Dobi."☆17Aug 11, 2025Updated 6 months ago
- ☆13Nov 26, 2023Updated 2 years ago
- ☆13Dec 17, 2021Updated 4 years ago
- [NeurIPS 2023]MathNAS: If Blocks Have a Role in Mathematical Architecture Design.☆36Apr 10, 2024Updated last year
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆50Apr 9, 2024Updated last year
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆24Mar 16, 2025Updated 11 months ago
- Hessian trace estimation using PyTorch and Hutch++☆20Oct 29, 2020Updated 5 years ago
- Elucidated Dataset Condensation (NeurIPS 2024)☆20Oct 5, 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…☆29Mar 5, 2025Updated last year
- Unofficial PyTorch implementation of the paper "Conditional Channel Gated Networks for Task-Aware Continual Learning"☆20Jan 22, 2021Updated 5 years ago
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆80Mar 17, 2025Updated 11 months ago
- ☆33Feb 24, 2025Updated last year
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆32Oct 29, 2024Updated last year
- Official Repository: A Comprehensive Benchmark for Logical Reasoning in MLLMs☆45Jun 17, 2025Updated 8 months ago
- [ICML 2021] The official PyTorch Implementations of Positive-Negative Momentum Optimizers.☆27Aug 30, 2022Updated 3 years ago
- Path integral based convolution and pooling☆30Feb 16, 2023Updated 3 years ago
- External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)☆52Nov 19, 2025Updated 3 months ago
- Awesome LLM compression research papers and tools.☆1,786Feb 23, 2026Updated 2 weeks ago
- Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]☆54Mar 5, 2025Updated last year
- This is the official training code of OmniSVG☆30Jan 19, 2026Updated last month
- An extention of pytorch for low precision training / inference☆10Aug 28, 2023Updated 2 years ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆88Oct 22, 2024Updated last year
- ☆34Mar 12, 2025Updated 11 months ago
- Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity☆22Aug 28, 2025Updated 6 months ago
- Verilog bit slicing for python☆10May 13, 2021Updated 4 years ago
- ☆11May 16, 2025Updated 9 months ago
- Fastened CROWN: Tightened Neural Network Robustness Certificates☆10Feb 10, 2020Updated 6 years ago
- The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)☆40Mar 25, 2023Updated 2 years ago
- The implementation code for Uncertainty-based Continual Learning with Adaptive Regularization (Neurips 2019)☆36May 25, 2021Updated 4 years ago
- This is a public repository for:☆39Aug 11, 2021Updated 4 years ago
- code for the paper in NeurIPS 2019☆40Mar 24, 2023Updated 2 years ago
- Code for our NeurIPS´24 paper☆38Oct 28, 2024Updated last year
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆53Aug 9, 2024Updated last year
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆37Oct 23, 2020Updated 5 years ago
- [NeurIPS 2024] Code for Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models☆47Mar 14, 2025Updated 11 months ago
- paper list, tutorial, and nano code snippet for Diffusion Large Language Models.☆155Jan 19, 2026Updated last month
- Fully open reproduction of DeepSeek-R1☆11Mar 24, 2025Updated 11 months ago