Update README.md

README.md

@@ -11,15 +11,23 @@ should probably proofread and complete it, then remove this comment. -->
 
 # bert-base-uncased-fiqa-flm-sq-flit
 
-This model is a fine-tuned version of [/content/drive/MyDrive/Models/bert-base-uncased-fiqa-flm-sq](https://huggingface.co//content/drive/MyDrive/Models/bert-base-uncased-fiqa-flm-sq) on an unknown dataset.
+
+This model is a fine-tuned version of bert-base-uncased on a custom dataset created for question answering in 
+financial domain.
 
 ## Model description
 
-More information needed
+BERT is a transformers model pretrained on a large corpus of English data in a self-supervised fashion. 
+The model was further processed as below for the specific downstream QA task.
+1. Pretrained for domain adaptation with Masked language modeling (MLM) objective with
+the FIQA challenge Opinion-based QA task is available here - https://drive.google.com/file/d/1BlWaV-qVPfpGyJoWQJU9bXQgWCATgxEP/view
+2. Pretrained with MLM objective with custom generated dataset for Banking and Finance.
+3. Fine Tuned with SQuAD V2 dataset for QA task adaptation.
+4. Fine Tuned with custom labeled dataset in SQuAD format for domain and task adaptation.
 
 ## Intended uses & limitations
 
-More information needed
+The model is intended to be used for a custom Questions Answering system in the BFSI domain.
 
 ## Training and evaluation data