Commit Graph

50 Commits

Author SHA1 Message Date
Patrick von Platen
7fd1febf38 Add "Leveraging Pretrained Checkpoints for Generation" Seq2Seq models. (#6594)
* add conversion script

* improve conversion script

* make style

* add tryout files

* fix

* update

* add causal bert

* better names

* add tokenizer file as well

* finish causal_bert

* fix small bugs

* improve generate

* change naming

* renaming

* renaming

* renaming

* remove leftover files

* clean files

* add fix tokenizer

* finalize

* correct slow test

* update docs

* small fixes

* fix link

* adapt check repo

* apply sams and sylvains recommendations

* fix import

* implement Lysandres recommendations

* fix logger warn
2020-09-10 16:40:51 +02:00
Patrick von Platen
1889e96c8c fix QA example for PT (#6890) 2020-09-02 09:53:09 +02:00
Lysandre
05c3214153 Patch logging issue 2020-08-31 09:37:08 +02:00
Lysandre Debut
77abd1e79f Centralize logging (#6434)
* Logging

* Style

* hf_logging > utils.logging

* Address @thomwolf's comments

* Update test

* Update src/transformers/benchmark/benchmark_utils.py

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

* Revert bad change

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2020-08-26 11:10:36 -04:00
Sylvain Gugger
a573777901 Update repo to isort v5 (#6686)
* Run new isort

* More changes

* Update CI, CONTRIBUTING and benchmarks
2020-08-24 11:03:01 -04:00
Sylvain Gugger
e5f452275b Trainer automatically drops unused columns in nlp datasets (#6449)
* Add a classmethod to easily build a Trainer from nlp dataset and metric

* Fix docstrings

* Split train/eval

* Formatting

* Log dropped columns + docs

* Authorize callable activations

* Poc for auto activation

* Be framework-agnostic

* Formatting

* Remove class method

* Remove unnecessary code
2020-08-20 16:29:14 -04:00
Sylvain Gugger
c67d1a0259 Tf model outputs (#6247)
* TF outputs and test on BERT

* Albert to DistilBert

* All remaining TF models except T5

* Documentation

* One file forgotten

* TF outputs and test on BERT

* Albert to DistilBert

* All remaining TF models except T5

* Documentation

* One file forgotten

* Add new models and fix issues

* Quality improvements

* Add T5

* A bit of cleanup

* Fix for slow tests

* Style
2020-08-05 11:34:39 -04:00
Sylvain Gugger
91cb95461e Switch from return_tuple to return_dict (#6138)
* Switch from return_tuple to return_dict

* Fix test

* [WIP] Test TF Flaubert + Add {XLM, Flaubert}{TokenClassification, MultipleC… (#5614)

* 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

* Rework TF trainer (#6038)

* 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

* Switch from return_tuple to return_dict

* Fix test

* Add recent model

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Julien Plu <plu.julien@gmail.com>
2020-07-30 09:17:00 -04:00
Sylvain Gugger
1246b20f6d Fix the return documentation rendering for all model outputs (#6022)
* Fix the return documentation rendering for all model outputs

* Formatting
2020-07-27 09:18:59 -04:00
Sylvain Gugger
e714412fe6 Update doc to new model outputs (#5946)
* Update doc to new model outputs

* Fix outputs in quicktour
2020-07-21 18:13:55 -04:00
Sylvain Gugger
7fad617dc1 Document model outputs (#5673)
* Document model outputs

* Update docs/source/main_classes/output.rst

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

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
2020-07-10 17:31:02 -04:00
Sylvain Gugger
edfd82f5ff Change model outputs types to self-document outputs (#5438)
* [WIP] Proposal for model outputs

* All Bert models

* Make CI green maybe?

* Fix ONNX test

* Isolate ModelOutput from pt and tf

* Formatting

* Add Electra models

* Auto-generate docstrings from outputs

* Add TF outputs

* Add some BERT models

* Revert TF side

* Remove last traces of TF changes

* Fail with a clear error message

* Add Albert and work through Bart

* Add CTRL and DistilBert

* Formatting

* Progress on Bart

* Renames and finish Bart

* Formatting

* Fix last test

* Add DPR

* Finish Electra and add FlauBERT

* Add GPT2

* Add Longformer

* Add MMBT

* Add MobileBert

* Add GPT

* Formatting

* Add Reformer

* Add Roberta

* Add T5

* Add Transformer XL

* Fix test

* Add XLM + fix XLMForTokenClassification

* Style + XLMRoberta

* Add XLNet

* Formatting

* Add doc of return_tuple arg
2020-07-10 11:36:53 -04:00
Thomas Wolf
601d4d699c [tokenizers] Updates data processors, docstring, examples and model cards to the new API (#5308)
* remove references to old API in docstring - update data processors

* style

* fix tests - better type checking error messages

* better type checking

* include awesome fix by @LysandreJik for #5310

* updated doc and examples
2020-06-26 19:48:14 +02:00
Lysandre Debut
364a5ae1f0 Refactor Code samples; Test code samples (#5036)
* Refactor code samples

* Test docstrings

* Style

* Tokenization examples

* Run rust of tests

* First step to testing source docs

* Style and BART comment

* Test the remainder of the code samples

* Style

* let to const

* Formatting fixes

* Ready for merge

* Fix fixture + Style

* Fix last tests

* Update docs/source/quicktour.rst

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

* Addressing @sgugger's comments + Fix MobileBERT in TF

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2020-06-25 16:46:00 -04:00
Julien Chaumond
c01480bba3 [file_utils] Type user-agent 2020-06-23 18:31:13 +02:00
Patrick von Platen
fa0be6d761 Benchmarks (#4912)
* finish benchmark

* fix isort

* fix setup cfg

* retab

* fix time measuring of tf graph mode

* fix tf cuda

* clean code

* better error message
2020-06-22 12:06:56 +02:00
Lysandre Debut
466aa57a45 Don't init TPU device twice (#4916) 2020-06-10 15:53:15 -04:00
Patrick von Platen
2cfb947f59 [Benchmark] add tpu and torchscipt for benchmark (#4850)
* add tpu and torchscipt for benchmark

* fix name in tests

* "fix email"

* make style

* better log message for tpu

* add more print and info for tpu

* allow possibility to print tpu metrics

* correct cpu usage

* fix test for non-install

* remove bugus file

* include psutil in testing

* run a couple of times before tracing in torchscript

* do not allow tpu memory tracing for now

* make style

* add torchscript to env

* better name for torch tpu

Co-authored-by: Patrick von Platen <patrick@huggingface.co>
2020-06-09 23:12:43 +02:00
Patrick von Platen
96f57c9ccb [Benchmark] Memory benchmark utils (#4198)
* improve memory benchmarking

* correct typo

* fix current memory

* check torch memory allocated

* better pytorch function

* add total cached gpu memory

* add total gpu required

* improve torch gpu usage

* update memory usage

* finalize memory tracing

* save intermediate benchmark class

* fix conflict

* improve benchmark

* improve benchmark

* finalize

* make style

* improve benchmarking

* correct typo

* make train function more flexible

* fix csv save

* better repr of bytes

* better print

* fix __repr__ bug

* finish plot script

* rename plot file

* delete csv and small improvements

* fix in plot

* fix in plot

* correct usage of timeit

* remove redundant line

* remove redundant line

* fix bug

* add hf parser tests

* add versioning and platform info

* make style

* add gpu information

* ensure backward compatibility

* finish adding all tests

* Update src/transformers/benchmark/benchmark_args.py

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

* Update src/transformers/benchmark/benchmark_args_utils.py

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

* delete csv files

* fix isort ordering

* add out of memory handling

* add better train memory handling

Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
2020-05-27 23:22:16 +02:00
Bram Vanroy
61d22f9cc7 Simplify cache vars and allow for TRANSFORMERS_CACHE env (#4226)
* simplify cache vars and allow for TRANSFORMERS_CACHE env

As it currently stands, "TRANSFORMERS_CACHE" is not an accepted variable. It seems that the these variables were not updated when moving from version pytorch_transformers to transformers. In addition, the fallback procedure could be improved. and simplified. Pathlib seems redundant here.

* Update file_utils.py
2020-05-11 15:24:02 -04:00
Julien Chaumond
455c639093 CDN urls (#4030)
* [file_utils] use_cdn + documentation

* Move to cdn. urls for weights

* [urls] Hotfix for bert-base-japanese
2020-04-28 20:27:14 -04:00
Julien Chaumond
97a375484c rm boto3 dependency 2020-04-27 11:17:14 -04:00
Julien Chaumond
dd9d483d03 Trainer (#3800)
* doc

* [tests] Add sample files for a regression task

* [HUGE] Trainer

* Feedback from @sshleifer

* Feedback from @thomwolf + logging tweak

* [file_utils] when downloading concurrently, get_from_cache will use the cached file for subsequent processes

* [glue] Use default max_seq_length of 128 like before

* [glue] move DataTrainingArguments around

* [ner] Change interface of InputExample, and align run_{tf,pl}

* Re-align the pl scripts a little bit

* ner

* [ner] Add integration test

* Fix language_modeling with API tweak

* [ci] Tweak loss target

* Don't break console output

* amp.initialize: model must be on right device before

* [multiple-choice] update for Trainer

* Re-align to 827d6d6ef0
2020-04-21 20:11:56 -04:00
calpt
9384e5f6de Fix force_download of files on Windows (#3697) 2020-04-09 14:44:57 -04:00
Bram Vanroy
a143d9479e Add local_files_only parameter to pretrained items (#2930)
* Add disable_outgoing to pretrained items

Setting disable_outgoing=True disables outgonig traffic:
- etags are not looked up
- models are not downloaded

* parameter name change

* Remove forgotten print
2020-02-24 14:58:15 -05:00
thomwolf
d311f87bca cleanup 2020-02-07 00:05:28 +01:00
thomwolf
7d99e05f76 file_cache has options to extract archives 2020-02-07 00:03:12 +01:00
Lysandre
24d5ad1dcc Run the examples in slow 2020-01-23 09:38:45 -05:00
Lysandre
9ddf60b694 Tips + whitespaces 2020-01-23 09:38:45 -05:00
Lysandre
3922a2497e TF ALBERT + TF Utilities + Fix warnings 2020-01-23 09:38:45 -05:00
Lysandre
00df3d4de0 ALBERT Modeling + required changes to utilities 2020-01-23 09:38:45 -05:00
Lysandre
ca6ce3040d Fix style 2020-01-20 10:56:23 -05:00
Morgan Funtowicz
908cd5ea27 Make forward asynchrone to avoid long computation timing out.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>
2020-01-20 10:56:23 -05:00
Morgan Funtowicz
6e6c8c52ed Fix bad handling of env variable USE_TF / USE_TORCH leading to invalid framework being used.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>
2020-01-20 10:56:23 -05:00
Julien Chaumond
23a2cea8cb Tokenizer.from_pretrained: fetch all possible files remotely 2020-01-16 16:47:19 -05:00
Julien Chaumond
715fa638a7 Merge branch 'master' into from_scratch_training 2020-01-14 18:58:21 +00:00
Julien Chaumond
afc24ea5d4 In a parallel setup this could fail 2020-01-13 23:44:08 +00:00
Dima Galat
2926852f14 fixed formatting 2020-01-07 11:56:03 +11:00
Dima Galat
e2810edc8f removing redundant .flush 2020-01-07 11:47:25 +11:00
alberduris
81d6841b4b GPU text generation: mMoved the encoded_prompt to correct device 2020-01-06 15:11:12 +01:00
alberduris
dd4df80f0b Moved the encoded_prompts to correct device 2020-01-06 15:11:12 +01:00
Dima
d0e594f9db Releasing file lock 2020-01-02 09:45:48 +11:00
Julien Chaumond
0df4e62da0 [http] Tweak http user-agent (#2353) 2019-12-29 10:06:50 -05:00
thomwolf
59b123bc50 fix tqdm logging level 2019-12-23 16:47:24 +01:00
Aymeric Augustin
1c62e87b34 Use built-in open().
On Python 3, `open is io.open`.
2019-12-22 18:38:56 +01:00
Aymeric Augustin
75a23d24af Remove import fallbacks. 2019-12-22 18:38:56 +01:00
Aymeric Augustin
798b3b3899 Remove sys.version_info[0] == 2 or 3. 2019-12-22 18:38:42 +01:00
Aymeric Augustin
8af25b1664 Remove six. 2019-12-22 17:56:09 +01:00
Aymeric Augustin
c824d15aa1 Remove __future__ imports. 2019-12-22 17:47:54 +01:00
Aymeric Augustin
6be7cdda66 Move source code inside a src subdirectory.
This prevents transformers from being importable simply because the CWD
is the root of the git repository, while not being importable from other
directories. That led to inconsistent behavior, especially in examples.

Once you fetch this commit, in your dev environment, you must run:

    $ pip uninstall transformers
    $ pip install -e .
2019-12-22 14:15:13 +01:00