---
license: apache-2.0
language:
- en
- pt
- es
- de
- it
library_name: transformers
tags:
- text-generation-inference
---

T5ForConditionalGeneration files for the [Madlad-400](https://github.com/google-research/google-research/tree/master/madlad_400) 3B parameter MT model.


```python
from transformers import T5ForConditionalGeneration, T5Tokenizer, GenerationConfig

model = T5ForConditionalGeneration.from_pretrained('jbochi/madlad400-3b-mt')

tokenizer = T5Tokenizer.from_pretrained('./madlad400-3b-mt')

text = "<2es> how do you say torch in portuguese?"
input_ids = tokenizer(text, return_tensors="pt").input_ids

outputs = model.generate(
    input_ids=input_ids,
    generation_config=GenerationConfig(
        decoder_start_token_id=2,
))

tokenizer.decode(outputs[0], skip_special_tokens=True)
# como se dice antorcha en portugués?
```


Colab to generate these files is [here](https://colab.research.google.com/drive/1rZ2NRyl2zwmg0sQ2Wi-uZZF48iVYulTC#scrollTo=pVODoE6gA9sw).