Speak2SQl
This web app is built to convert the natural language to sql queries. It is powered by 2 state of the art Transformer model,
GEMMA 2B
Deepseek Coder 1.3B
Both the models are fine tuned over 3000 rows and have been tested againest 100 seperate rows. The evaluation metrics used for evaluating these models are ~
BLEU SCORE
SCAR BLEU SCORE
EM RATIO
Here BLEU SCORE considers the ngram probability and checks that if the predicted text matches with the actual text over n-gram, whereas EM Ratio checks that the predicted query exactly matches with the actual query or not.
This web app is built to convert the natural language to sql queries. It is powered by 2 state of the art Transformer model,
GEMMA 2B
Deepseek Coder 1.3B
Both the models are fine tuned over 3000 rows and have been tested againest 100 seperate rows. The evaluation metrics used for evaluating these models are ~
BLEU SCORE
SCAR BLEU SCORE
EM RATIO
Here BLEU SCORE considers the ngram probability and checks that if the predicted text matches with the actual text over n-gram, whereas EM Ratio checks that the predicted query exactly matches with the actual query or not.