facebookresearch / multimodalLinks
TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
β1,602Updated this week
Alternatives and similar repositories for multimodal
Users that are interested in multimodal are comparing it to the libraries listed below
Sorting:
- Code for ALBEF: a new vision-language pre-training methodβ1,659Updated 2 years ago
- Implementation of 𦩠Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorchβ1,241Updated 2 years ago
- Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.β2,900Updated last week
- A PyTorch Lightning solution to training OpenAI's CLIP from scratch.β694Updated 3 years ago
- Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).β1,199Updated 11 months ago
- Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorchβ1,141Updated last year
- CLIP-like model evaluationβ717Updated last week
- Robust fine-tuning of zero-shot modelsβ703Updated 3 years ago
- A collection of papers on the topic of ``Computer Vision in the Wild (CVinW)''β1,300Updated last year
- Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"β1,466Updated last year
- ICLR2024 Spotlight: curation/training code, metadata, distribution and pre-trained models for MetaCLIP; CVPR 2024: MoDE: CLIP Data Expertβ¦β1,447Updated 2 months ago
- A concise but complete implementation of CLIP with various experimental improvements from recent papersβ710Updated last year
- [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize β¦β1,887Updated last year
- DataComp: In search of the next generation of multimodal datasetsβ710Updated last month
- Grounded Language-Image Pre-trainingβ2,412Updated last year
- Simple implementation of OpenAI CLIP model in PyTorch.β682Updated last year
- Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigmβ655Updated 2 years ago
- Scenic: A Jax Library for Computer Vision Research and Beyondβ3,542Updated this week
- A method to increase the speed and lower the memory footprint of existing vision transformers.β1,054Updated 11 months ago
- [ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decodeβ¦β852Updated last year
- Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)β1,966Updated last year
- A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language modelsβ758Updated last year
- π¦ Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorchβ2,132Updated 6 months ago
- Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Lβ¦β2,501Updated last year
- Meta-Transformer for Unified Multimodal Learningβ1,599Updated last year
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057β1,269Updated 3 years ago
- PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538β1,111Updated last year
- Hiera: A fast, powerful, and simple hierarchical vision transformer.β985Updated last year
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorchβ1,145Updated last year
- EVA Series: Visual Representation Fantasies from BAAIβ2,496Updated 10 months ago