Update README.md

README.md

@@ -63,13 +63,13 @@ To reproduce results in Google Colab:
 - Run this python code:
 
 ```python
-python /content/transformers/examples/pytorch/question-answering/run_qa.py --model_name_or_path BioM-ALBERT-xxlarge-SQuAD2 \\
---do_eval \\
---version_2_with_negative \\
---per_device_eval_batch_size 8 \\
---dataset_name squad_v2 \\
---overwrite_output_dir \\
---fp16 \\
+python /content/transformers/examples/pytorch/question-answering/run_qa.py --model_name_or_path BioM-ALBERT-xxlarge-SQuAD2 \\\\
+--do_eval \\\\
+--version_2_with_negative \\\\
+--per_device_eval_batch_size 8 \\\\
+--dataset_name squad_v2 \\\\
+--overwrite_output_dir \\\\
+--fp16 \\\\
 --output_dir out
 ```
 
@@ -77,6 +77,11 @@ You don't need to download the SQuAD2 dataset. The code will download it from th
 
 Check our GitHub repo at https://github.com/salrowili/BioM-Transformers for TensorFlow and GluonNLP checkpoints.
 
+Acknowledgment
+
+We would like to acknowledge the support we have from Tensorflow Research Cloud (TFRC) team to grant us access to TPUv3 units.
+
+
 Citation
 
 ```bibtex