7 Commits

Author SHA1 Message Date
Xueqing Liu
731afec9eb
This PR fixes the frequent NLP bugs in the other PRs (#647)
* fix nlp bug

* resetting model to electra small

* removing model_path from fit_kwargs_by_estimator
2022-07-25 17:46:33 -04:00
Xueqing Liu
6108493e0b
fix ner bug; refactor post processing of TransformersEstimator prediction (#615)
* fix ner bug; refactor post processing

* fix too many values to unpack

* supporting id/token label for NER
2022-07-05 13:38:21 -04:00
Xueqing Liu
ca35fa969f
refactoring TransformersEstimator to support default and custom_hp (#511)
* refactoring TransformersEstimator to support default and custom_hp

* handling starting_points not in search space

* addressing starting point more than max_iter

* fixing upper < lower bug
2022-04-28 14:06:29 -04:00
Xueqing Liu
af423463c3
fixing bug for ner (#463)
* fixing bug for ner

* removing global var

* adding class for trial counter

* adding notebook

* adding use_ray dict

* updating documentation for nlp
2022-03-20 22:03:02 -04:00
Xueqing Liu
438ccaa0c9
adding catch for HTTP error (#432) 2022-01-29 22:53:32 -08:00
Chi Wang
612668e8ed
serialize TransformerEstimator (#381)
* serialize TransformerEstimator

* check has_attr

* custom metric needs trainer

* skip test on mac
2022-01-06 10:28:19 -08:00
Xueqing Liu
ee3162e232
Adding the NLP task summarization (#346)
* Add test_autohf_summarization.py

* adding seq2seq

* Update flaml/nlp/huggingface/trainer.py

* rouge metrics

Co-authored-by: XinZofStevens <xzhao4346@gmail.com>
Co-authored-by: JinzhuoWu <wujinzhuo0105@gmail.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-12-20 14:19:32 -08:00