Create README.md

README.md

@@ -0,0 +1,56 @@
+---
+datasets:
+- squad_v2
+license: cc-by-4.0
+---
+
+# bert-base-uncased for QA 
+
+## Overview
+**Language model:** roberta-base  
+**Language:** English  
+**Downstream-task:** Extractive QA  
+**Training data:** SQuAD 2.0  
+**Eval data:** SQuAD 2.0  
+**Infrastructure**: 1x Tesla v100
+
+## Hyperparameters
+
+```
+batch_size = 32
+n_epochs = 3
+base_LM_model = "bert-base-uncased"
+max_seq_len = 384
+learning_rate = 3e-5
+lr_schedule = LinearWarmup
+warmup_proportion = 0.2
+doc_stride=128
+max_query_length=64
+``` 
+
+## Performance
+```
+"exact": 73.67977764676156
+"f1": 77.87647139308865
+```
+
+## Authors
+- Timo Möller: `timo.moeller [at] deepset.ai`
+- Julian Risch: `julian.risch [at] deepset.ai`
+- Malte Pietsch: `malte.pietsch [at] deepset.ai`
+- Michel Bartels: `michel.bartels [at] deepset.ai`
+## About us
+![deepset logo](https://workablehr.s3.amazonaws.com/uploads/account/logo/476306/logo)
+We bring NLP to the industry via open source!  
+Our focus: Industry specific language models & large scale QA systems.  
+  
+Some of our work: 
+- [German BERT (aka "bert-base-german-cased")](https://deepset.ai/german-bert)
+- [GermanQuAD and GermanDPR datasets and models (aka "gelectra-base-germanquad", "gbert-base-germandpr")](https://deepset.ai/germanquad)
+- [FARM](https://github.com/deepset-ai/FARM)
+- [Haystack](https://github.com/deepset-ai/haystack/)
+
+Get in touch:
+[Twitter](https://twitter.com/deepset_ai) | [LinkedIn](https://www.linkedin.com/company/deepset-ai/) | [Slack](https://haystack.deepset.ai/community/join) | [GitHub Discussions](https://github.com/deepset-ai/haystack/discussions) | [Website](https://deepset.ai)
+
+By the way: [we're hiring!](http://www.deepset.ai/jobs)