transformers/docs/source/en/model_doc
NielsRogge 4ef0abb738
Add TAPEX (#16473)
* Add TapexTokenizer

* Improve docstrings and provide option to provide answer

* Remove option for pretokenized inputs

* Add TAPEX to README

* Fix copies

* Remove option for pretokenized inputs

* Initial commit: add tapex fine-tuning examples on both table-based question answering and table-based fact verification.

* - Draft a README file for running the script and introducing some background.
- Remove unused code lines in tabfact script.
- Disable the deafult `pad_to_max_length` option which is memory-consuming.

* * Support `as_target_tokenizer` function for TapexTokenizer.
* Fix the do_lower_case behaviour of TapexTokenizer.
* Add unit tests for target scenarios and cased/uncased scenarios for both source and target.

* * Replace the label BartTokenizer with TapexTokenizer's as_target_tokenizer function.
* Fix typos in tapex example README.

* * fix the evaluation script - remove the property `task_name`

* * Make the label space more clear for tabfact tasks

* * Using a new fine-tuning script for tapex-base on tabfact.

* * Remove the lowercase code outside the tokenizer - we use the tokenizer to control whether do_lower_case
* Guarantee the hyper-parameter can be run without out-of-memory on 16GB card and report the new reproduced number on wikisql

* * Remove the default tokenizer_name option.
* Provide evaluation command.

* * Support for WikiTableQuestion dataset.

* Fix a typo in README.

* * Fix the datasets's key name in WikiTableQuestions

* Run make fixup and move test to folder

* Fix quality

* Apply suggestions from code review

* Apply suggestions from code review

Co-authored-by: Suraj Patil <surajp815@gmail.com>

* Apply suggestions from code review

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Apply some more suggestions from code review

* Improve docstrings

* Overwrite failing test

* Improve comment in example scripts

* Fix rebase

* Add TAPEX to Auto mapping

* Add TAPEX to auto config mappings

* Put TAPEX higher than BART in auto mapping

* Add TAPEX to doc tests

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MBP.localdomain>
Co-authored-by: SivilTaram <qianlxc@outlook.com>
Co-authored-by: Niels Rogge <nielsrogge@nielss-mbp.home>
Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-04-08 10:57:51 +02:00
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albert.mdx
auto.mdx
bart.mdx
barthez.mdx
bartpho.mdx
beit.mdx
bert-generation.mdx
bert-japanese.mdx
bert.mdx
bertweet.mdx
big_bird.mdx
bigbird_pegasus.mdx
blenderbot-small.mdx
blenderbot.mdx
bort.mdx
byt5.mdx
camembert.mdx
canine.mdx
clip.mdx
convbert.mdx
convnext.mdx
cpm.mdx
ctrl.mdx
data2vec.mdx
deberta-v2.mdx
deberta.mdx
decision_transformer.mdx
deit.mdx
detr.mdx
dialogpt.mdx
distilbert.mdx
dit.mdx
dpr.mdx
dpt.mdx
electra.mdx
encoder-decoder.mdx
flaubert.mdx
fnet.mdx
fsmt.mdx
funnel.mdx
glpn.mdx
gpt2.mdx
gpt_neo.mdx
gptj.mdx
herbert.mdx
hubert.mdx
ibert.mdx
imagegpt.mdx
layoutlm.mdx
layoutlmv2.mdx
layoutxlm.mdx
led.mdx
longformer.mdx
luke.mdx
lxmert.mdx
m2m_100.mdx
marian.mdx
maskformer.mdx
mbart.mdx
megatron-bert.mdx
megatron_gpt2.mdx
mluke.mdx
mobilebert.mdx
mpnet.mdx
mt5.mdx
nystromformer.mdx
openai-gpt.mdx
pegasus.mdx
perceiver.mdx
phobert.mdx
plbart.mdx
poolformer.mdx
prophetnet.mdx
qdqbert.mdx
rag.mdx
realm.mdx
reformer.mdx
regnet.mdx RegNet (#16188) 2022-04-07 21:58:00 +02:00
rembert.mdx
resnet.mdx
retribert.mdx
roberta.mdx
roformer.mdx
segformer.mdx
sew-d.mdx
sew.mdx
speech-encoder-decoder.mdx
speech_to_text.mdx
speech_to_text_2.mdx
splinter.mdx
squeezebert.mdx
swin.mdx
t5.mdx
t5v1.1.mdx
tapas.mdx
tapex.mdx Add TAPEX (#16473) 2022-04-08 10:57:51 +02:00
transfo-xl.mdx
trocr.mdx
unispeech-sat.mdx
unispeech.mdx
van.mdx
vilt.mdx
vision-encoder-decoder.mdx
vision-text-dual-encoder.mdx
visual_bert.mdx
vit.mdx
vit_mae.mdx
wav2vec2.mdx
wav2vec2_phoneme.mdx
wavlm.mdx
xglm.mdx
xlm-prophetnet.mdx
xlm-roberta-xl.mdx
xlm-roberta.mdx
xlm.mdx
xlnet.mdx
xls_r.mdx
xlsr_wav2vec2.mdx
yoso.mdx