gstoica27 / ZipIt
A framework for merging models solving different tasks with different initializations into one multi-task model without any additional training
☆298Updated last year
Alternatives and similar repositories for ZipIt
Users that are interested in ZipIt are comparing it to the libraries listed below
Sorting:
- Official code for "TOAST: Transfer Learning via Attention Steering"☆189Updated last year
- Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch☆289Updated last month
- Object Recognition as Next Token Prediction (CVPR 2024 Highlight)☆177Updated 2 weeks ago
- Learning from synthetic data - code and models☆315Updated last year
- PyTorch code for hierarchical k-means -- a data curation method for self-supervised learning☆153Updated 10 months ago
- Official code for our CVPR'22 paper “Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space”☆250Updated last year
- ☆202Updated last year
- Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time☆464Updated 10 months ago
- ☆184Updated last year
- ☆180Updated last year
- [NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"☆315Updated 11 months ago
- When do we not need larger vision models?☆392Updated 3 months ago
- ☆180Updated 7 months ago
- [ICCV2023] Dataset Quantization☆259Updated last year
- Official implementation of AAAI 2023 paper "Parameter-efficient Model Adaptation for Vision Transformers"☆105Updated last year
- Code for "Scaling Language-Free Visual Representation Learning" paper (Web-SSL).☆122Updated 2 weeks ago
- ☆114Updated last year
- Editing Models with Task Arithmetic☆472Updated last year
- DataComp: In search of the next generation of multimodal datasets☆706Updated 2 weeks ago
- Code accompanying the paper "Massive Activations in Large Language Models"☆161Updated last year
- [CVPR 2025 Highlight] The official CLIP training codebase of Inf-CL: "Breaking the Memory Barrier: Near Infinite Batch Size Scaling for C…☆245Updated 4 months ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆123Updated last year
- 1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundatio…☆221Updated 8 months ago
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆331Updated 11 months ago
- [ICLR 2024 (Spotlight)] "Frozen Transformers in Language Models are Effective Visual Encoder Layers"☆236Updated last year
- Model Merging with SVD to Tie the KnOTS [ICLR 2025]☆54Updated last month
- Open source implementation of "Vision Transformers Need Registers"☆176Updated last month
- Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning☆190Updated last year
- ☆65Updated 7 months ago
- Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)☆166Updated last year