README.md

---
language:
- ru
license: apache-2.0
pipeline_tag: text2text-generation
library_name: transformers
---
# Irbis


<img src="Irbis.jpg" width="700px">


## Description 

Irbis is a generative language model based on the T5 architecture, designed to generate SQL code from user queries and database schemas. It is specifically trained to work with Russian-language tables and data, enabling it to process and understand both the queries and the structure of the databases in Russian. Irbis is optimized for SQL generation, providing accurate and efficient solutions for database management tasks in a Russian-language environment.


## 👨‍💻 Examples of usage


```python
from transformers import pipeline
import torch

pipe = pipeline("text2text-generation", model = "MadShift/Irbis", max_lenght=250)

input_text = "Схема: [схема бд], Вопрос: [введите ваш вопрос по таблице здесь]"
input_ids = torch.tensor([pipe.tokenizer.encode(input_text)])
outputs = pipe.model.generate(input_ids, eos_token_id=pipe.tokenizer.eos_token_id, early_stopping=True)

print(pipe.tokenizer.decode(outputs[0][1:]))
```