2SSP: A Two-Stage Framework for Structured Pruning of LLMs
☆22Aug 18, 2025Updated last year
Alternatives and similar repositories for 2SSP
Users that are interested in 2SSP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR '23 Highlight] Official repository for the paper "Quantum Multi-Model Fitting".☆12Mar 7, 2025Updated last year
- Official repo of the paper “AL-GTD: Deep Active Learning for Gaze Target Detection” (ACMMM2024)☆12Jul 23, 2026Updated last month
- [ICLR2023] NTK-SAP: Improving neural network pruning by aligning training dynamics☆20May 1, 2023Updated 3 years ago
- [CVPR'25] Official implementation of the paper "Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Mo…☆18Nov 21, 2025Updated 9 months ago
- ☆45May 27, 2025Updated last year
- 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.
- [CVPR '24] Official implementation of the paper "Multiflow: Shifting Towards Task-Agnostic Vision-Language Pruning".☆24Mar 7, 2025Updated last year
- Official codebase for the paper "Training-Free Personalization via Retrieval and Reasoning on Fingerprints"☆25Nov 6, 2025Updated 10 months ago
- Official implementation of "ConViS-Bench: Estimating Video Similarity Through Semantic Concepts", NeurIPS 2025☆28Nov 28, 2025Updated 9 months ago
- Official repository of "ProactiveBench: Benchmarking Proactiveness in Multimodal Large Language Models" (ECCV 2026)☆32Jun 22, 2026Updated 2 months ago
- ☆63Jul 26, 2026Updated last month
- Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization☆58Oct 16, 2020Updated 5 years ago
- [ICLR 2025] Adaptive prompt tailored pruning of T2I diffusion models.☆15Feb 1, 2025Updated last year
- [CVPR-25🔥] Test-time Counterattacks (TTC) towards adversarial robustness of CLIP☆42Jun 4, 2025Updated last year
- [AAAI 2025] PAT: Pruning-Aware Tuning for Large Language Models☆38Feb 1, 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.
- Learnable Semi-structured Sparsity for Vision Transformers and Diffusion Transformers☆15Feb 7, 2025Updated last year
- 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
- Towards Meta-Pruning via Optimal Transport, ICLR 2024 (Spotlight)☆18Dec 5, 2024Updated last year
- [CVPR'24] Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression☆16Jul 1, 2024Updated 2 years ago
- Official implementation of the CVPR '25 highlight paper "Compositional Caching for Training-free Open-vocabulary Attribute Detection"☆23Dec 23, 2024Updated last year
- Self-Distribution BNN☆10Mar 8, 2022Updated 4 years ago
- Sparse Neural Network Tools☆12Jul 15, 2024Updated 2 years ago
- Pruning is all you need (hopefully)☆12Sep 7, 2022Updated 4 years ago
- Speculative Decoding Meets Quantization: Compatibility Evaluation and Hierarchical Framework Design☆26May 29, 2025Updated last year
- 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.
- Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models (ICLR 2024)☆14May 31, 2025Updated last year
- ☆17Mar 6, 2024Updated 2 years ago
- Comparison of method "Pruning at initialization prior to training" (Synflow/SNIP/GraSP) in PyTorch☆18May 12, 2024Updated 2 years ago
- [CVPR Findings 2026] Large Multimodal Models as General In-Context Classifiers☆26Mar 1, 2026Updated 6 months ago
- Spartan is an algorithm for training sparse neural network models. This repository accompanies the paper "Spartan Differentiable Sparsity…☆26Oct 31, 2022Updated 3 years ago
- ☆14Jul 22, 2021Updated 5 years ago
- Tiny ImageNet Classification Exercise with PyTorch☆16Aug 21, 2021Updated 5 years ago
- ☆14Mar 5, 2021Updated 5 years ago
- ☆23Nov 26, 2024Updated last year
- 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.
- Code implementation of our ICCV 2025 paper: On Large Multimodal Models as Open-World Image Classifiers☆26Dec 4, 2025Updated 9 months ago
- Python implementation of the Huffman Code compression algorithm.☆14Apr 18, 2013Updated 13 years ago
- [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models☆191Jan 1, 2025Updated last year
- A simple and effective LLM pruning approach.☆875Aug 9, 2024Updated 2 years ago
- Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs☆25Nov 11, 2025Updated 10 months ago
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆76Jan 6, 2024Updated 2 years ago
- Caffe implementation of Optimal-Ternary-Weights-Approximation in "Two-Step Quantization for Low-bit Neural Networks" (CVPR2018).☆15Sep 21, 2018Updated 8 years ago