Update README.md

README.md

@@ -15,15 +15,15 @@ This model is fine tunned on GPT2 to  generate text following  the writings of W
 
 ## Model Description
 
-The model is designed to be finned tunning with writting from Historical black black writers who are wrote on freedom and emancipation. The first version is  fine tunned 
-on GPT2 to  generate text following  the writings of W. E. Burghardt Du Bois. 
+The model is designed to be finned tunning with writting from Historical black black writers who wrote on freedom and emancipation. This first version has GPT2 
+fintunned with  the writings of W. E. Burghardt Du Bois. 
 
 
 
 - **Developed by:** [More Information Needed]
 - **Shared by [optional]:** [More Information Needed]
 - **Model type:** [More Information Needed]
-- **Language(s) (NLP):** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed] English
 - **License:** [More Information Needed]
 - **Finetuned from model [optional]:** [More Information Needed]
 
@@ -99,6 +99,13 @@ Use the code below to get started with the model.
 ### Training Hyperparameters
 
 - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+-   Num examples = 1005
+  Num Epochs = 3
+  Instantaneous batch size per device = 8
+  Total train batch size (w. parallel, distributed & accumulation) = 8
+  Gradient Accumulation steps = 1
+  Total optimization steps = 378
+  Number of trainable parameters = 124439808
 
 ### Speeds, Sizes, Times [optional]