Update README.md

README.md

@@ -14,12 +14,12 @@ tags:
 - code-classification
 base_model: huggingface/CodeBERTa-small-v1
 ---
-This Model is a fine-tuned version of *huggingface/CodeBERTa-small-v1* on *cakiki/rosetta-code* Dataset for 25 Programming Languages as mentioned below.
+This Model is a fine-tuned version of *huggingface/CodeBERTa-small-v1* on *cakiki/rosetta-code* Dataset for 26 Programming Languages as mentioned below.
 ## Training Details:
 Model is trained for 25 epochs on Azure for nearly 26000 Datapoints for above Mentioned 26 Programming Languages<br> extracted from Dataset having 1006 of total Programming Language.
 ### Programming Languages this model is able to detect vs Examples used for training
 <ol>
-  <li>'ARM Assembly'</li>
+  <li>'ARM Assembly':</li>
  <li>'AppleScript'</li>
  <li>'C'</li>
  <li>'C#'</li>
@@ -71,7 +71,7 @@ Model is trained for 25 epochs on Azure for nearly 26000 Datapoints for above Me
 
 ## Inference Code
 
-  ```
+  ```python
 import torch
 from transformers import AutoTokenizer, AutoModelForSequenceClassification, TextClassificationPipeline
 model_name = 'Maninder120996/programming-language-identification'