Enable doc in Spanish (#16518)
* Reorganize doc for multilingual support * Fix style * Style * Toc trees * Adapt templates
This commit is contained in:
46
docs/source/en/model_doc/vision-encoder-decoder.mdx
Normal file
46
docs/source/en/model_doc/vision-encoder-decoder.mdx
Normal file
@@ -0,0 +1,46 @@
|
||||
<!--Copyright 2021 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
http://www.apache.org/licenses/LICENSE-2.0
|
||||
|
||||
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
|
||||
an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
|
||||
specific language governing permissions and limitations under the License.
|
||||
-->
|
||||
|
||||
# Vision Encoder Decoder Models
|
||||
|
||||
The [`VisionEncoderDecoderModel`] can be used to initialize an image-to-text-sequence model with any
|
||||
pretrained Transformer-based vision autoencoding model as the encoder (*e.g.* [ViT](vit), [BEiT](beit), [DeiT](deit), [Swin](swin))
|
||||
and any pretrained language model as the decoder (*e.g.* [RoBERTa](roberta), [GPT2](gpt2), [BERT](bert), [DistilBERT](distilbert)).
|
||||
|
||||
The effectiveness of initializing image-to-text-sequence models with pretrained checkpoints has been shown in (for
|
||||
example) [TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models](https://arxiv.org/abs/2109.10282) by Minghao Li, Tengchao Lv, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang,
|
||||
Zhoujun Li, Furu Wei.
|
||||
|
||||
An example of how to use a [`VisionEncoderDecoderModel`] for inference can be seen in [TrOCR](trocr).
|
||||
|
||||
|
||||
## VisionEncoderDecoderConfig
|
||||
|
||||
[[autodoc]] VisionEncoderDecoderConfig
|
||||
|
||||
## VisionEncoderDecoderModel
|
||||
|
||||
[[autodoc]] VisionEncoderDecoderModel
|
||||
- forward
|
||||
- from_encoder_decoder_pretrained
|
||||
|
||||
## TFVisionEncoderDecoderModel
|
||||
|
||||
[[autodoc]] TFVisionEncoderDecoderModel
|
||||
- call
|
||||
- from_encoder_decoder_pretrained
|
||||
|
||||
## FlaxVisionEncoderDecoderModel
|
||||
|
||||
[[autodoc]] FlaxVisionEncoderDecoderModel
|
||||
- __call__
|
||||
- from_encoder_decoder_pretrained
|
||||
Reference in New Issue
Block a user