Update README.md

README.md

@@ -2,16 +2,22 @@
 license: apache-2.0
 tags:
 - generated_from_trainer
+- NER
 datasets:
 - blurb
 model-index:
 - name: bert-base-cased-finetuned-ner-BC2GM-IOB
   results: []
+language:
+- en
+metrics:
+- seqeval
+pipeline_tag: token-classification
 ---
 
 # bert-base-cased-finetuned-ner-BC2GM-IOB
 
-This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the blurb dataset.
+This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased).
 It achieves the following results on the evaluation set:
 - Loss: 0.0813
 - Gene
@@ -27,15 +33,15 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
+For more information on how it was created, check out the following link: https://github.com/DunnBC22/NLP_Projects/blob/main/Token%20Classification/Monolingual/EMBO-BLURB/NER%20Project%20Using%20EMBO-BLURB%20Dataset.ipynb
 
 ## Intended uses & limitations
 
-More information needed
+This model is intended to demonstrate my ability to solve a complex problem using technology.
 
 ## Training and evaluation data
 
-More information needed
+Dataset Source: https://huggingface.co/datasets/EMBO/BLURB
 
 ## Training procedure
 
@@ -65,4 +71,4 @@ The following hyperparameters were used during training:
 - Transformers 4.28.1
 - Pytorch 2.0.0
 - Datasets 2.11.0
-- Tokenizers 0.13.3
+- Tokenizers 0.13.3