7 Commits

Author SHA1 Message Date
kolk
f2b6cc761b
Refactor DPR from FB to Transformers codebase (#308)
* change_HFBertEncoder to transformers DPREncoder

* Removed BertTensorizer

* model download relative path

* Refactor model load

* Tutorial5 DPR updated

* fix print_eval_results typo

* copy transformers DPR modules in dpr_utils and test

* transformer v3.0.2 import errors fixed

* remove dependency of DPRConfig on attribute use_return_tuple

* Adjust transformers 302 locally to work with dpr

* projection layer removed from DPR encoders

* fixed mypy errors

* transformers DPR compatible code added

* transformers DPR compatibility added

* bug fix in tutorial 6 notebook

* Docstring update and variable naming issues fix

* tutorial modified to reflect DPR variable naming change

* title addition to passage use-cases handled

* modified handling untitled batch

* resolved mypy errors

* typos in docstrings and comments fixed

* cleaned DPR code and added new test cases

* warnings added for non-bert model [SEP] token removal

* changed warning to logger warning

* title mask creation refactored

* bug fix on cuda issues

* tutorial 6 instantiates modified DPR

* tutorial 5 modified

* tutorial 5 ipython notebook modified: DPR instantiation

* batch_size added to DPR instantiation

* tutorial 5 jupyter notebook typos fixed

* improved docstrings, fixed typos

* Update docstring

Co-authored-by: Timo Moeller <timo.moeller@deepset.ai>
Co-authored-by: Malte Pietsch <malte.pietsch@deepset.ai>
2020-08-25 20:16:00 +05:30
bogdankostic
72b1013560
Restructure update embeddings (#304)
* Restructure update embeddings

* Adapt FAISSDocStore

* Adapt test and tutorial

Co-authored-by: Timo Moeller <timo.moeller@deepset.ai>
2020-08-18 14:04:31 +02:00
Tanay Soni
200bb4bafd
Refactor the DPR tutorial to use FAISS (#317) 2020-08-17 13:30:02 +02:00
Malte Pietsch
29a15c0d59
Add eval for Dense Passage Retriever & Refactor handling of labels/feedback (#243) 2020-07-31 11:34:06 +02:00
Malte Pietsch
6bed2f509f
Refactor DPR for latest transformers version & change init arg gpu -> use_gpu for DPR and EmbeddingRetriever (#239)
* fix tokenizer warning in latest transformers

* change dpr arg from gpu to use_gpu

* change gpu arg for EmbeddingRetriever
2020-07-16 10:45:01 +02:00
Malte Pietsch
c36f8c991e Update Tutorial 6 2020-07-03 16:06:46 +02:00
Malte Pietsch
8a9f97fad3
Tutorial for Dense Passage Retriever (#186) 2020-07-03 15:53:58 +02:00