Update README.md

README.md

@@ -1,3 +1,31 @@
----
-license: cc-by-3.0
----
+---
+license: cc-by-3.0
+datasets:
+- stanfordnlp/imdb
+language:
+- en
+metrics:
+- accuracy
+---
+
+model structure:
+
+Input Text
+   |
+Custom Tokenizer (Text -> Tokens)
+   |
+Padding (Equal Length Sequences)
+   |
+Embedding Layer (Tokens -> Dense Vectors)
+   |
+LSTM Layer (Capture Sequential Patterns)
+   |
+Attention Mechanism (Focus on Important Tokens)
+   |
+Dense Layer (Fully Connected)
+   |
+Softmax Activation (Output: Positive or Negative Sentiment)
+
+
+it archieved 95.71% accuracy on the dataset provided
+