Update README.md

README.md

@@ -8,4 +8,45 @@ metrics:
 - rouge
 library_name: transformers
 pipeline_tag: summarization
----
+---
+# T5 model is fine tuned on custom dataset
+
+## Dataset
+
+https://huggingface.co/datasets/pranjal0109/Text-summarizer-dataset
+
+## Hypterparameters
+
+    evaluation_strategy="epoch",
+    learning_rate=1e-4,
+    per_device_train_batch_size=2,
+    per_device_eval_batch_size=2,
+    weight_decay=0.01,
+    save_total_limit=3,
+    num_train_epochs=50,
+    predict_with_generate=True,
+    fp16=True,
+    push_to_hub=True,
+    
+## Training Result
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6538e300ba340bf82bcec2a5/y7_Bc6vseJQEwQhc7mINI.png)
+
+## Inference
+
+test_text= " summarize: Why is this deal historic?\
+It is just another club for Lionel Messi to go to and show his skills but it is indeed \
+historic for the MLS and American Football as a whole. This will bring them the most eyeballs \
+they have ever seen. The social media following of Inter Miami has risen by more than 300% and \
+the ticket price for all the matches of Inter Miami have gone from $50 to $10,000 . The amount \
+of worldwide attention that the MLS will get from this one signing will be humongous.\
+Lionel Messi will bring fans to the Stadiums and Inter Miami will have to move \
+from their 18,000 seater stadium to the Hard Rock Café Stadium which has a capacity of 70,000 because \
+that is the standard of Messi. The sponsors that both Inter Miami and the league will get are \
+unfathomable. It is like Michael Jordan playing in the Spanish Basketball League. All the celebrities \
+will line up to watch him play and new TV and streaming deals will be made with all the countries around \
+the world like India."
+
+Summary: The sponsors that both Inter Miami and the league will get are unfathomable.Lionel Messi will bring fans to the Stadiums and Inter Miami \
+will have to move from their 18,000 seater stadium to the Hard Rock Café Stadium which has a capacity of 70,000 because that is the standard of Messi. \
+The social media following of Inter Miami has risen by more than 300% and the ticket price for all the matches of Inter Miami have gone from $50 to $10,000.\
+It is just another club for Lionel Messi to go to and show his skills but it is indeed historic for the MLS and American Football as a whole.