Update README.md

README.md

@@ -57,28 +57,8 @@ widget:
 
 ## MODEL DESCRIPTION
 
-huBERT base model (cased) fine-tuned on SQuAD v1
+huBERT base model (cased) fine-tuned on SQUADv2!! NEW
 - huBert model + Tokenizer: https://huggingface.co/SZTAKI-HLT/hubert-base-cc
-- Hungarian SQUAD v1 dataset: Machine Translated SQuAD dataset (Google Translate API)
-- This is a demo model. Date of publication: 2022.03.27.
+- This is a demo model. Date of publication: 2022.07.06.
 
-## Model in action
-
-- Fast usage with pipelines:
-
-```python
-from transformers import pipeline
-qa_pipeline = pipeline(
-    "question-answering",
-    model="mcsabai/huBert-fine-tuned-hungarian-squadv1",
-    tokenizer="mcsabai/huBert-fine-tuned-hungarian-squadv1"
-)
-predictions = qa_pipeline({
-    'context': "Anita vagyok és Budapesten élek már több mint 4 éve.",
-    'question': "Hol lakik Anita?"
-})
-print(predictions)
-# output:
-# {'score': 0.9892364144325256, 'start': 16, 'end': 26, 'answer': 'Budapesten'}
-```