Update README.md

README.md

@@ -11,4 +11,40 @@ tags:
 - word-lstm
 - PyTorch
 - LSTM
----
+---
+
+
+## Model Type:
+
+Word LSTM
+
+
+## Dataset Used:
+
+[Mahabharata-HHGTTG-Text](https://huggingface.co/datasets/nirajandhakal/Mahabharata-HHGTTG-Text)
+
+
+## Accuracy Score:
+
+
+
+Epoch 1: Train Loss=6.3144, Val Loss=6.2408, Train Acc=0.0783, Val Acc=0.0786
+
+Epoch 2: Train Loss=6.1643, Val Loss=5.7447, Train Acc=0.0869, Val Acc=0.1387
+
+Epoch 3: Train Loss=5.2669, Val Loss=4.9505, Train Acc=0.1835, Val Acc=0.2157
+
+Epoch 4: Train Loss=4.6935, Val Loss=4.7041, Train Acc=0.2291, Val Acc=0.2411
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+Epoch 5: Train Loss=4.3577, Val Loss=4.5889, Train Acc=0.2505, Val Acc=0.2542
+
+Epoch 6: Train Loss=4.1002, Val Loss=4.5632, Train Acc=0.2639, Val Acc=0.2616
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+Epoch 7: Train Loss=3.8865, Val Loss=4.5903, Train Acc=0.2751, Val Acc=0.2651
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+Epoch 8: Train Loss=3.7002, Val Loss=4.6680, Train Acc=0.2864, Val Acc=0.2686
+
+Epoch 9: Train Loss=3.5370, Val Loss=4.7425, Train Acc=0.2969, Val Acc=0.2683
+
+Epoch 10: Train Loss=3.3925, Val Loss=4.8263, Train Acc=0.3082, Val Acc=0.2688
+