Update README.md

README.md

@@ -39,7 +39,7 @@ For Question-Answering -
 ```python
 !pip install transformers
 from transformers import pipeline
-model_checkpoint = "IProject-10/bert-base-uncased-finetuned-squad2"
+model_checkpoint = "IProject-10/distilbert-base-uncased-finetuned-squad2"
 question_answerer = pipeline("question-answering", model=model_checkpoint)
 
 context = """
@@ -59,19 +59,19 @@ Evaluation on SQuAD 2.0 validation dataset:
  exact: 65.88056935904994,
  f1: 68.9782873196397,
  total': 11873,
- HasAns_exact': 68.15114709851552,
- HasAns_f1': 74.35546648888003,
- HasAns_total': 5928,
- NoAns_exact': 63.61648444070648,
- NoAns_f1': 63.61648444070648,
- NoAns_total': 5945,
- best_exact': 65.88056935904994,
- best_exact_thresh': 0.9993563294410706,
- best_f1': 68.97828731963992,
- best_f1_thresh': 0.9993563294410706,
- total_time_in_seconds': 122.51037029999998,
- samples_per_second': 96.91424465476456,
- latency_in_seconds': 0.01031840059799545}
+ HasAns_exact: 68.15114709851552,
+ HasAns_f1: 74.35546648888003,
+ HasAns_total: 5928,
+ NoAns_exact: 63.61648444070648,
+ NoAns_f1: 63.61648444070648,
+ NoAns_total: 5945,
+ best_exact: 65.88056935904994,
+ best_exact_thresh: 0.9993563294410706,
+ best_f1: 68.97828731963992,
+ best_f1_thresh: 0.9993563294410706,
+ total_time_in_seconds: 122.51037029999998,
+ samples_per_second: 96.91424465476456,
+ latency_in_seconds: 0.01031840059799545}
 ```
 
 ### Training hyperparameters