[ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers
☆103Dec 30, 2024Updated last year
Alternatives and similar repositories for UPop
Users that are interested in UPop 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 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers☆34Dec 30, 2024Updated last year
- CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning☆19Oct 5, 2026Updated 3 weeks ago
- [ICML 2025] LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models☆16Nov 4, 2025Updated 11 months ago
- Code for "ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models" (ICLR 2024)☆21Feb 16, 2024Updated 2 years ago
- The official project website of "NORM: Knowledge Distillation via N-to-One Representation Matching" (The paper of NORM is published in IC…☆20Sep 18, 2023Updated 3 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.
- [ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Li…☆54Dec 1, 2023Updated 2 years ago
- Code to reproduce the experiments of the ICLR24-paper: "Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging"☆12Oct 14, 2025Updated last year
- Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer☆73Jul 13, 2022Updated 4 years ago
- Official Code For Dual Grained Quantization: Efficient Fine-Grained Quantization for LLM☆14Dec 27, 2023Updated 2 years ago
- Revisiting Visual Token Pruning for Vision-Language Model Acceleration☆11Jul 31, 2025Updated last year
- Agentic Long-Horizon Planning☆16Jul 27, 2026Updated 3 months ago
- [NeurIPS 2023] Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective☆41Oct 17, 2023Updated 3 years ago
- ☆10Nov 14, 2021Updated 4 years ago
- MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer☆51Sep 6, 2024Updated 2 years ago
- 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.
- [AAAI 2024] DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning☆15Apr 29, 2024Updated 2 years ago
- This repo contains the code for studying the interplay between quantization and sparsity methods☆26Feb 26, 2025Updated last year
- ☆64Dec 15, 2024Updated last year
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆81Jul 7, 2025Updated last year
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆902Aug 20, 2024Updated 2 years ago
- Designing effective multimodal environment distributions beyond simply environment scaling.☆16Aug 4, 2026Updated 2 months ago
- [Arxiv2022] Revitalize Region Feature for Democratizing Video-Language Pre-training☆22Mar 19, 2022Updated 4 years ago
- Official implementation of "Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent".☆23May 23, 2025Updated last year
- Official PyTorch implementation of "LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging" (ICML 2024)☆32Apr 13, 2026Updated 6 months ago
- 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.
- Efficient Knowledge Injection in LLMs via Self-Distillation (TMLR)☆12Aug 5, 2025Updated last year
- [ICLR 2023] This is the code repo for our ICLR‘23 paper "Universal Vision-Language Dense Retrieval: Learning A Unified Representation Spa…☆52Jul 3, 2024Updated 2 years ago
- ☆17Jun 16, 2026Updated 4 months ago
- Pruning the VLLMs☆106Dec 9, 2024Updated last year
- Instance-wise Batch Label Restoration via Gradients In Federated Learning (ICLR 2023)☆11Aug 21, 2026Updated 2 months ago
- OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM☆311Sep 16, 2024Updated 2 years ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆18Dec 19, 2024Updated last year
- A method to increase the speed and lower the memory footprint of existing vision transformers.☆1,204Jun 17, 2024Updated 2 years ago
- We investigated corruption robustness across different architectures including Convolutional Neural Networks, Vision Transformers, and th…☆16Oct 28, 2021Updated 5 years ago
- 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.
- Implementation of PyramidCLIP(NeurIPS2022).☆32Nov 15, 2022Updated 3 years ago
- Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types☆32Jul 16, 2025Updated last year
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆253Oct 10, 2023Updated 3 years ago
- Exploring Model Kinship for Merging Large Language Models☆28Apr 16, 2025Updated last year
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,142Oct 7, 2024Updated 2 years ago
- Code release for Normalizing Flow Maps☆17Oct 19, 2026Updated last week
- [Neurips 2023] Official pytorch implementation of "Addressing Negative Transfer in Diffusion Models"☆25Jul 4, 2024Updated 2 years ago