OFA
Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework (by OFA-Sys)
ONE-PEACE
A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities (by OFA-Sys)
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| OFA | ONE-PEACE | |
|---|---|---|
| 3 | 2 | |
| 2,323 | 838 | |
| 2.4% | 6.4% | |
| 2.8 | 8.6 | |
| 3 days ago | 5 months ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
OFA
Posts with mentions or reviews of OFA.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[R][P] Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework + VQA Hugging Face Spaces Demo
github: https://github.com/OFA-Sys/OFA
-
OFA: model that does text-to-image as well as other tasks
From this:
- [R] Paper: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework. Shocking performance in text-to-image synthesis and open-domain tasks.
ONE-PEACE
Posts with mentions or reviews of ONE-PEACE.
We have used some of these posts to build our list of alternatives
and similar projects.
- A general representation modal across vision, audio, language modalities
-
Meet ONE-PEACE: A General Representation Model Towards Unlimited Modalities Across Different Modalities
Github: https://github.com/OFA-Sys/ONE-PEACE
What are some alternatives?
When comparing OFA and ONE-PEACE you can also consider the following projects:
ImageNet21K - Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper
Multimodal-GPT - Multimodal-GPT
GroundingDINO - Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
ALPRO - Align and Prompt: Video-and-Language Pre-training with Entity Prompts
MAGIC - Language Models Can See: Plugging Visual Controls in Text Generation
EVA - EVA Series: Visual Representation Fantasies from BAAI
UPop - [ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.
unilm - Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities