Update README.md

README.md

@@ -15,22 +15,19 @@ should probably proofread and complete it, then remove this comment. -->
 # bluebert_pubmed_mimic_uncased_squadv2
 
 This model is a fine-tuned version of [bionlp/bluebert_pubmed_mimic_uncased_L-12_H-768_A-12](https://huggingface.co/bionlp/bluebert_pubmed_mimic_uncased_L-12_H-768_A-12) on the squad_v2 dataset.
-This is the first model on huggingface that combines mimic with squadv2 for question answering.
-
-## Model description
-
-More information needed
 
 ## Intended uses & limitations
 
-More information needed
+This is the first model on huggingface that combines MIMIC data (https://mimic.mit.edu/) with squadv2 (https://huggingface.co/datasets/squad_v2) for question answering purposes.
 
 ## Training and evaluation data
 
-More information needed
+- Takes a pretrained model (https://huggingface.co/bionlp/bluebert_pubmed_mimic_uncased_L-12_H-768_A-12) and fine-tunes and evaluates on squad_v2 data.
 
 ## Training procedure
 
+Tuning script used (.bat file):
+
 ```python
 @echo off
 
@@ -52,6 +49,8 @@ python run_qa.py ^
   --output_dir %OUTPUT_DIR%
 ```
 
+You may need to adapt this script for non-Windows operating systems.
+
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
@@ -63,10 +62,6 @@ The following hyperparameters were used during training:
 - lr_scheduler_type: linear
 - num_epochs: 3.0
 
-### Training results
-
-
-
 ### Framework versions
 
 - Transformers 4.29.2