Update README.md

README.md

@@ -7,7 +7,7 @@ datasets:
 - squad_v2
 thumbnail: https://thumb.tildacdn.com/tild3433-3637-4830-a533-353833613061/-/resize/720x/-/format/webp/germanquad.jpg
 model-index:
-- name: deepset/tinybert-6l-768d-squad2
+- name: Shobhank-iiitdwd/DistBERT-squad2-QA-768d
   results:
   - task:
       type: question-answering
@@ -31,7 +31,7 @@ model-index:
 ---
 
 ## Overview
-**Language model:** deepset/tinybert-6L-768D-squad2   
+**Language model:** Shobhank-iiitdwd/DistBERT-squad2-QA   
 **Language:** English  
 **Training data:** SQuAD 2.0 training set x 20 augmented + SQuAD 2.0 training set without augmentation  
 **Eval data:** SQuAD 2.0 dev set  
@@ -39,7 +39,7 @@ model-index:
 **Published**: Dec 8th, 2021
 
 ## Details
-- haystack's intermediate layer and prediction layer distillation features were used for training (based on [TinyBERT](https://arxiv.org/pdf/1909.10351.pdf)). deepset/bert-base-uncased-squad2 was used as the teacher model and huawei-noah/TinyBERT_General_6L_768D was used as the student model.
+- haystack's intermediate layer and prediction layer distillation features were used for training (based on [TinyBERT](https://arxiv.org/pdf/1909.10351.pdf)). bert-base-uncased-squad2 was used as the teacher model and TinyBERT_General_6L_768D was used as the student model.
 
 ## Hyperparameters
 ### Intermediate layer distillation
@@ -68,24 +68,3 @@ distillation_loss_weight = 1.0
 "exact": 71.87736882001179
 "f1": 76.36111895973675
 ```
-
-## 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/) | [Discord](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)