Training my own model

[ior308]

Hi,

is there a very simple example using spago to train my own models for Q&A ? It is only enough for a single sentence just to understand the process.

Thank you

[ior308]

Hi, any news ?

[ior308]

Using Q&A with my own document I got line/cols and scores, and a txt response. Can I get a spoken response adding a generative model trained on the same data ? Can you show me an example ?

Regards

[mooijtech]

Do you mean "text to speech"?
That would be out of scope for this project.

[ior308]

No :)
Imagine having a text document describing the Italian Republic Day. Today with the Q&A, you get an extraction of the text that best answers a question and its position. It would instead be possible to generate a generative response based on the question and answer response,, for instance:

"When is Republic Day celebrated?"
9.778867743
{
"Answers": [
{
"Text": "It is celebrated every year on June 2nd",
"Beginning": 143,
"End": 177,
"Score": 0.688159051418598
},
{
"Text": "every year on June 2nd",
"Beginning": 156,
"End": 177,
"Score": 0.2833200460374781
}
]
}

Example of generative response: “Republic Day is a day of celebration national... and is celebrated every year on June 2nd.."

This is a response richer in information, although some text is present in the document.