added model files

README.md

@@ -24,16 +24,28 @@ metrics:
  num_train_epochs=8,
 ```
 
+## How to Use the model:
+```python
+
+```
+
 ## Dataset:
 [Twitter-Sentiment-Analysis](https://huggingface.co/nlp/viewer/?dataset=emotion).
 
-#### Limitations and bias
-- 
-- [Follow me on github](https://github.com/nateraw) to get notified when code is made available.
-
 ## Training procedure
+[Colab Notebook](https://github.com/bhadreshpsavani/ExploringSentimentalAnalysis/blob/main/SentimentalAnalysisWithDistilbert.ipynb)
 
 ## Eval results
 ```
-
+{
+'test_accuracy': 0.938,
+ 'test_f1': 0.937932884041714,
+ 'test_loss': 0.1472451239824295,
+ 'test_mem_cpu_alloc_delta': 0,
+ 'test_mem_cpu_peaked_delta': 0,
+ 'test_mem_gpu_alloc_delta': 0,
+ 'test_mem_gpu_peaked_delta': 163454464,
+ 'test_runtime': 5.0164,
+ 'test_samples_per_second': 398.69
+ }
 ```