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ModelZoo
donut_pytorch
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26769fed
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26769fed
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Jul 21, 2022
by
Geewook Kim
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GitHub
Jul 21, 2022
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@@ -40,8 +40,8 @@ Gradio web demos are available! [
(
Document
VQA) | 0.78 | 67.5 |
[
donut-base-finetuned-docvqa
](
https://huggingface.co/naver-clova-ix/donut-base-finetuned-docvqa
)
|
[
google colab demo
](
https://colab.research.google.com/drive/1Z4WG8Wunj3HE0CERjt608ALSgSzRC9ig?usp=sharing
)
|
The links to the pre-trained backbones are here:
-
[
`donut-base`
](
https://huggingface.co/naver-clova-ix/donut-base
)
: trained with 64 A100 GPUs, number of layers (encoder: {2,2,14,2}, decoder: 4), input size 2560x1920, swin window size 10, IIT-CDIP (11M) and SynthDoG (ECJK, 0.5M x 4).
-
[
`donut-proto`
](
https://huggingface.co/naver-clova-ix/donut-proto
)
: (preliminary model) trained with 8 V100 GPUs, number of layers (encoder: {2,2,18,2}, decoder: 4), input size 2048x1536, swin window size 8, and SynthDoG (EJK, 0.4M x 3).
-
[
`donut-base`
](
https://huggingface.co/naver-clova-ix/donut-base
)
: trained with 64 A100 GPUs
(~2.5 days)
, number of layers (encoder: {2,2,14,2}, decoder: 4), input size 2560x1920, swin window size 10, IIT-CDIP (11M) and SynthDoG (ECJK, 0.5M x 4).
-
[
`donut-proto`
](
https://huggingface.co/naver-clova-ix/donut-proto
)
: (preliminary model) trained with 8 V100 GPUs
(~5 days)
, number of layers (encoder: {2,2,18,2}, decoder: 4), input size 2048x1536, swin window size 8, and SynthDoG (EJK, 0.4M x 3).
Please see
[
our paper
](
#how-to-cite
)
for more details.
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