Update README.md

README.md

@@ -11,8 +11,7 @@ tags:
 - squad_it
 - question-answering
 widget:
-- text: >-
-    Qual è il soprannome di Vasco Rossi?
+- text: Qual è il soprannome di Vasco Rossi?
   context: >-
     Vasco Rossi, noto anche semplicemente come Vasco e in passato con 
     l'appellativo Blasco (Zocca, 7 febbraio 1952), è un cantautore italiano
@@ -86,7 +85,7 @@ model-index:
       value: 0.775
       name: Test F1
     - type: exact-match
-      value: 0.660
+      value: 0.66
       name: Test Exact Match
 train-eval-index:
 - config: default
@@ -99,7 +98,7 @@ train-eval-index:
     question: question
     answers.text: answers.text
     answers.answer_start: answers.answer_start
-
+pipeline_tag: question-answering
 ---
 
 # electra-italian-xxl-cased-squad-it
@@ -118,7 +117,7 @@ It can be used for [Extractive Q&A](https://huggingface.co/tasks/question-answer
 | **EM** | **0.660** |
 | **F1** | **0.775** |
 
-TO DO: link evaluation notebook
+[Evaluation notebook](https://github.com/anakin87/electra-italian-xxl-cased-squad-it/blob/main/evaluation.ipynb)
 
 ## Usage in Transformers
 Model checkpoints are available for usage in Pytorch. They can be used directly with pipelines as:
@@ -134,5 +133,13 @@ qa(question="Qual è il soprannome di Vasco Rossi?", context="Vasco Rossi, noto
 
 TO DO: link notebook
 
-## Training procedure
-TO DO: link training notebook
+## Training details
+[Training notebook](https://github.com/anakin87/electra-italian-xxl-cased-squad-it/blob/main/training.ipynb)
+
+**Hyperparameters**
+- learning_rate: 2e-05
+- batch_size: 8
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 2
+- mixed_precision_training: Native AMP