---
license: apache-2.0
datasets:
- pranjal0109/Text-summarizer-dataset
language:
- en
metrics:
- rouge
library_name: transformers
pipeline_tag: summarization
---
# T5 model is fine tuned on custom dataset

## Dataset

https://huggingface.co/datasets/pranjal01/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.