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Amanpreet Singh a10f61834d [feat] Add FLAVA model (#16654) 
* [WIP] Add FLAVA model

This PR aims to add [FLAVA](ihttps://arxiv.org/abs/2112.04482) model to the transformers repo.

Following checklist delineates the list of things to be done for this PR
to be complete:

[x] Flava init
[x] Flava base models
[x] Flava layers
[x] Flava Configs
[x] Flava encoders
[x] Flava pretraining models
[ ] Flava classification/retrieval models (To be added in a separate PR)
[x] Documentation updates 
[x] Imports updates 
[x] Argstring updates
[x] Flava pretrained checkpoints 
[x] Flava tests
[x] Flava processors 
[x] Sanity check
[x] Lint
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albert.mdx
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auto.mdx
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barthez.mdx
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beit.mdx
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bert-generation.mdx
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bert-japanese.mdx
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bert.mdx
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bertweet.mdx
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big_bird.mdx
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bigbird_pegasus.mdx
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blenderbot.mdx
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bort.mdx
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byt5.mdx
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camembert.mdx
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canine.mdx
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clip.mdx
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convbert.mdx
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convnext.mdx
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cpm.mdx
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ctrl.mdx
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data2vec.mdx
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deberta-v2.mdx
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deberta.mdx
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decision_transformer.mdx
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dpt.mdx
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electra.mdx
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encoder-decoder.mdx
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flaubert.mdx
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flava.mdx
[feat] Add FLAVA model (#16654)
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fnet.mdx
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fsmt.mdx
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longformer.mdx
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luke.mdx
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lxmert.mdx
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nystromformer.mdx
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reformer.mdx
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regnet.mdx
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rembert.mdx
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retribert.mdx
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roberta.mdx
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roformer.mdx
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segformer.mdx
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speech_to_text_2.mdx
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speech_to_text.mdx
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speech-encoder-decoder.mdx
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swin.mdx
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t5.mdx
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t5v1.1.mdx
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tapas.mdx
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tapex.mdx
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