Create README.md

README.md

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+# Total Samples
+Samples: 716017(Train+Test)
+
+Training Samples: 579973
+
+Validation Samples :64442
+
+Test Samples :71602
+
+# Overall Metrics
+Accuracy :92%
+
+F1 Score:92%
+
+Recall:92%
+
+Precisison: 92%
+
+# Fine Tune Parameters
+No of epochs: 3
+Batch Size: 16
+evaluation startegy: epoch
+optimiser:Adamw
+learning_rate:2e-5
+Monitoring Train & Evaluation:WANDB
+
+# Train 
+train_runtime': 1594.4072, 'train_samples_per_second': 80.281, 'train_steps_per_second': 0.627, 'total_flos': 5589761482241280.0, 'train_loss': 0.26639655661582945, 'epoch': 0.22
+
+# Validation 
+'eval_loss': 0.22991116344928741,'eval_accuracy': 0.9211073523478477,'eval_precision': 0.9213582014463746,'eval_recall': 0.921107352347847'eval_f1': 0.9210970707304227,
+
+'eval_runtime': 238.5409,'eval_samples_per_second': 270.151,'eval_steps_per_second': 8.443,'epoch': 0.22