GitLab

a = tokenizer.encode("we got a <extra_id_99>", return_tensors='pt',add_special_tokens=True)
print(a)
>tensor([[   62,   530,     3,     9, 32000]])
a = tokenizer.encode("we got a <extra_id_100>", return_tensors='pt',add_special_tokens=True)
print(a)
>tensor([[   62,   530,     3,     9,     3,     2, 25666,   834,    23,    26,
           834,  2915,  3155]])

* Fully rework training/prediction loops

* fix method name

* Fix variable name

* Fix property name

* Fix scope

* Fix method name

* Fix tuple index

* Fix tuple index

* Fix indentation

* Fix variable name

* fix eval before log

* Add drop remainder for test dataset

* Fix step number + fix logging datetime

* fix eval loss value

* use global step instead of step + fix logging at step 0

* Fix logging datetime

* Fix global_step usage

* Fix breaking loop + logging datetime

* Fix step in prediction loop

* Fix step breaking

* Fix train/test loops

* Force TF at least 2.2 for the trainer

* Use assert_cardinality to facilitate the dataset size computation

* Log steps per epoch

* Make tfds compliant with TPU

* Make tfds compliant with TPU

* Use TF dataset enumerate instead of the Python one

* revert previous commit

* Fix data_dir

* Apply style

* rebase on master

* Address Sylvain's comments

* Address Sylvain's and Lysandre comments

* Trigger CI

* Remove unused import

* Test TF Flaubert + Add {XLM, Flaubert}{TokenClassification, MultipleChoice} models and tests

* AutoModels


Tiny tweaks

* Style

* Final changes before merge

* Re-order for simpler review

* Final fixes

* Addressing @sgugger's comments

* Test MultipleChoice

* Use google style to document properties

* Update src/transformers/configuration_utils.py
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* Add xlm-r QA model card

* Add tags

* Added capability to quantize a model while exporting through ONNX.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

We do not support multiple extensions
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Reformat files
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* More quality
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Ensure test_generate_identified_name compares the same object types
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added documentation everywhere on ONNX exporter
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Use pathlib.Path instead of plain-old string
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Use f-string everywhere
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Use the correct parameters for black formatting
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Use Python 3 super() style.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Use packaging.version to ensure installed onnxruntime version match requirements
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Fixing imports sorting order.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Missing raise(s)
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added quantization documentation
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Fix some spelling.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Fix bad list header format
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Move torchscript and add ONNX documentation under modle_export
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>

* Let's follow guidelines by the gurus: Renamed torchscript.rst to serialization.rst
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>

* Remove previously introduced tree element
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>

* WIP doc
Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>

* ONNX documentation
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Fix invalid link
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Improve spelling
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Final wording pass
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Fix #6092

* Format

* Make all data collators accept dict

* Style

Co-authored-by: Julien Chaumond <chaumond@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Teven <teven.lescao@gmail.com>

* add a link to README.md

* Update README.md

* MBART: support summarization tasks

* fix test

* Style

* add tokenizer test

Signed-off-by: lordtt13 <thakurtanmay72@yahoo.com>

* Moving rom transformers statements to relative imports in some files under src/

* Import order
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

Adding model card - readme

* use new AutoModel classed

* make style and quality