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Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]

33 Updated Aug 26, 2024

Efficient implementations of state-of-the-art linear attention models in Pytorch and Triton

Python 1,338 69 Updated Nov 16, 2024

[NeurIPS 2024] ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization

Python 95 7 Updated Oct 12, 2024
Python 10 Updated May 31, 2024
Jupyter Notebook 7 2 Updated Mar 23, 2024

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

Jupyter Notebook 2,335 155 Updated Aug 23, 2024

Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.

Python 238 24 Updated Aug 12, 2023

Official repository of Evolutionary Optimization of Model Merging Recipes

Python 1,228 90 Updated Mar 30, 2024

Accelerating the development of large multimodal models (LMMs) with lmms-eval

Python 2,058 150 Updated Nov 16, 2024
Python 700 46 Updated Mar 6, 2024

(ECCV 2024) Code for V-IRL: Grounding Virtual Intelligence in Real Life

Python 315 12 Updated Jul 10, 2024

VLM Evaluation: Benchmark for VLMs, spanning text generation tasks from VQA to Captioning

Python 86 10 Updated Sep 17, 2024

A flexible and efficient codebase for training visually-conditioned language models (VLMs)

Python 471 230 Updated Jul 4, 2024

Official repository for "Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model" [ICLR 2024 spotlight]

7 Updated Feb 20, 2024

Unofficial implementation of "SODA: Bottleneck Diffusion Models for Representation Learning"

Jupyter Notebook 77 4 Updated Mar 21, 2024

[ICLR 2024] Official repository for "Vision-by-Language for Training-Free Compositional Image Retrieval"

Python 48 4 Updated Jul 4, 2024

✨✨Latest Advances on Multimodal Large Language Models

12,672 808 Updated Nov 10, 2024

Consistency Distilled Diff VAE

Python 2,136 75 Updated Nov 7, 2023

DataComp: In search of the next generation of multimodal datasets

Python 654 55 Updated Jan 2, 2024

A curated list of plugins that you can add to your FiftyOne install!

Python 101 15 Updated Nov 15, 2024

Refine high-quality datasets and visual AI models

Python 8,880 563 Updated Nov 17, 2024

Python package to download and use the SSB datasets

Python 11 3 Updated Aug 3, 2023

{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch

Python 207 20 Updated Oct 7, 2024

This is the repository for the Photorealistic Unreal Graphics (PUG) datasets for representation learning.

Jupyter Notebook 230 12 Updated Apr 4, 2024

Official implementation of "Controlling Text-to-Image Diffusion by Orthogonal Finetuning".

Python 281 14 Updated Oct 22, 2024

Implementation of Discrete Key / Value Bottleneck, in Pytorch

Python 87 3 Updated Jul 9, 2023

[ICML2023] Instant Soup Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models. Ajay Jaiswal, Shiwei Liu, Tianlong Chen, Ying Ding, and Zhangyang Wang

Python 11 2 Updated Nov 28, 2023

An extension of the PyTorch library containing various tools for performing deep learning in hyperbolic space.

Python 137 9 Updated Jun 10, 2024
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