kakaobrain / coyo-align-b7-base

huggingface.co
Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: November 11 2022

Introduction of coyo-align-b7-base

Model Details of coyo-align-b7-base

Model Details

This is an unofficial implementation of ALIGN trained on COYO-700M . The official ALIGN is trained on its dataset of 1.8B samples. That dataset is not released to the public. Instead, we trained our implementation of ALIGN model on COYO-700M .

It's developed by Kakao Brain to validate the performance of COYO-700M dataset on a large-scale model.

The training took about 8 days on TPU V3-512.

Model Date

April 2022

Model Type

This is dual encoder model where

  • image encoder is using EfficientNet-B7 architecture
  • text encoder is using BERT-base architecture

Training data

This model is trained on COYO-700M dataset.

Evaluation results

Dataset ImageNet Flickr30k MsCOCO
KNN I2T R@1 T2I R@1 I2T R@1 T2I R@1
ALIGN-L2-Large(Google) ALIGN 1.8B 76.4 88.6 75.7 58.6 45.6
ALIGN-B7-Base(Google) ALIGN 1.8B 69.3 - - 55.4 41.7
COYO-ALIGN-B7-Base(Kakao Brain) COYO-700M 68.6 88.1 73.2 61.2 43.1

Runs of kakaobrain coyo-align-b7-base on huggingface.co

0
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About coyo-align-b7-base huggingface.co Model

More coyo-align-b7-base license Visit here:

https://choosealicense.com/licenses/apache-2.0

coyo-align-b7-base huggingface.co

coyo-align-b7-base huggingface.co is an AI model on huggingface.co that provides coyo-align-b7-base's model effect (), which can be used instantly with this kakaobrain coyo-align-b7-base model. huggingface.co supports a free trial of the coyo-align-b7-base model, and also provides paid use of the coyo-align-b7-base. Support call coyo-align-b7-base model through api, including Node.js, Python, http.

coyo-align-b7-base huggingface.co Url

https://huggingface.co/kakaobrain/coyo-align-b7-base

kakaobrain coyo-align-b7-base online free

coyo-align-b7-base huggingface.co is an online trial and call api platform, which integrates coyo-align-b7-base's modeling effects, including api services, and provides a free online trial of coyo-align-b7-base, you can try coyo-align-b7-base online for free by clicking the link below.

kakaobrain coyo-align-b7-base online free url in huggingface.co:

https://huggingface.co/kakaobrain/coyo-align-b7-base

coyo-align-b7-base install

coyo-align-b7-base is an open source model from GitHub that offers a free installation service, and any user can find coyo-align-b7-base on GitHub to install. At the same time, huggingface.co provides the effect of coyo-align-b7-base install, users can directly use coyo-align-b7-base installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

coyo-align-b7-base install url in huggingface.co:

https://huggingface.co/kakaobrain/coyo-align-b7-base

Url of coyo-align-b7-base

coyo-align-b7-base huggingface.co Url

Provider of coyo-align-b7-base huggingface.co

kakaobrain
ORGANIZATIONS

Other API from kakaobrain

huggingface.co

Total runs: 8
Run Growth: 0
Growth Rate: 0.00%
Updated:January 30 2024