2SSP: A Two-Stage Framework for Structured Pruning of LLMs
☆21Aug 18, 2025Updated 11 months ago
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:
- [ICLR 2023] 'Revisiting Pruning At Initialization Through The Lens of Ramanujan Graph" by Duc Hoang, Shiwei Liu, Radu Marculescu, Atlas W…☆14Aug 4, 2023Updated 2 years ago
- Official repo of the paper “AL-GTD: Deep Active Learning for Gaze Target Detection” (ACMMM2024)☆12Nov 29, 2024Updated last year
- [CVPR'25] Official implementation of the paper "Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Mo…☆18Nov 21, 2025Updated 8 months ago
- ☆43May 27, 2025Updated last year
- [CVPR '24] Official implementation of the paper "Multiflow: Shifting Towards Task-Agnostic Vision-Language Pruning".☆24Mar 7, 2025Updated last year
- 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.
- Official codebase for the paper "Training-Free Personalization via Retrieval and Reasoning on Fingerprints"☆25Nov 6, 2025Updated 8 months ago
- Official implementation of "ConViS-Bench: Estimating Video Similarity Through Semantic Concepts", NeurIPS 2025☆27Nov 28, 2025Updated 7 months ago
- The Stochastic Optimisation Software (SOS) is a research-oriented software platform for Metaheuristic Optimisation (Stochastic Optimisati…☆11Feb 15, 2024Updated 2 years ago
- Official repository of "ProactiveBench: Benchmarking Proactiveness in Multimodal Large Language Models" (ECCV 2026)☆29Jun 22, 2026Updated 3 weeks ago
- ☆49Jun 26, 2026Updated 3 weeks ago
- 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☆41Jun 4, 2025Updated last year
- [AAAI 2025] PAT: Pruning-Aware Tuning for Large Language Models☆37Feb 1, 2025Updated last year
- 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.
- Collaborative retina modelling across datasets and species.☆20Updated this week
- ☆15Oct 19, 2021Updated 4 years ago
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆50Apr 9, 2024Updated 2 years ago
- Towards Meta-Pruning via Optimal Transport, ICLR 2024 (Spotlight)☆18Dec 5, 2024Updated last year
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆70Mar 27, 2025Updated last year
- Pruning applied to Facial Recognition.☆14Jun 19, 2019Updated 7 years ago
- Official implementation of the CVPR '25 highlight paper "Compositional Caching for Training-free Open-vocabulary Attribute Detection"☆23Dec 23, 2024Updated last year
- Lottery Tickets in Evolutionary Optimization (Lange & Sprekeler, ICML 2023)☆17Jun 2, 2023Updated 3 years ago
- Speculative Decoding Meets Quantization: Compatibility Evaluation and Hierarchical Framework Design☆23May 29, 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.
- 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 4 years ago
- Tiny ImageNet Classification Exercise with PyTorch☆16Aug 21, 2021Updated 4 years ago
- ☆14Mar 5, 2021Updated 5 years ago
- ☆23Nov 26, 2024Updated last year
- [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models☆189Jan 1, 2025Updated last year
- ☆13Apr 10, 2017Updated 9 years ago
- Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs☆25Nov 11, 2025Updated 8 months ago
- This repository is the official implementation of Online Influence Maximization under Linear Threshold Model.☆15Oct 22, 2020Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [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 7 years ago
- [ECCV 2024] BUSCA: "Lost and Found: Overcoming Detector Failures in Online Multi-Object Tracking"☆44Dec 6, 2024Updated last year
- Official repository of our work "Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning" accepted at CVPR 20…☆26Feb 18, 2025Updated last year
- Code to implement the experiments in "Post-training Quantization for Neural Networks with Provable Guarantees" by Jinjie Zhang, Yixuan Zh…☆11Jun 2, 2023Updated 3 years ago
- ☆18Jun 14, 2024Updated 2 years ago
- Joint Distillation for Fast Likelihood Evaluation and Sampling in Flow-based Models☆22Mar 5, 2026Updated 4 months ago