transformers tensorboard safetensors t5 text2text-generation Question Answering en dataset:yahoo_answers_qa arxiv:1910.10683 license:mit autotrain_compatible text-generation-inference endpoints_compatible region:us
---
datasets:
- yahoo_answers_qa
language:
- en
library_name: transformers
license: mit
metrics:
- rouge
tags:
- Question Answering
---

# Y5 Bot

Y5 Bot is a text2text transfer transformer model working in English Language.

It is lightweight, fast, and easy to use for text generation.

Y5 Bot can answer and generate text short to the main points.

# How to use

```
pip install transformers
```

## pipeline approach

```python
from transformers import pipeline

generator = pipeline(model="jojo-ai-mst/Y5Bot")
generator("What is Artificial Intelligence?")
```

```python
model = T5ForConditionalGeneration.from_pretrained("jojo-ai-mst/Y5Bot")
tokenizer = T5Tokenizer.from_pretrained("jojo-ai-mst/Y5Bot")

my_question = "What do you think about the benefit of Artificial Intelligence?"
inputs = "Please answer to this question: " + my_question

inputs = tokenizer(inputs, return_tensors="pt")
outputs = model.generate(**inputs)
answer = tokenizer.decode(outputs[0])

print(answer)
```

# References

- [https://arxiv.org/abs/1910.10683](https://arxiv.org/abs/1910.10683)