[GenAI] Roberta model training

[head-iie-vnr]

No description provided.

[head-iie-vnr]

When I gave shorter context the confidence was higher.

Test data

test_data = [
    {
     "context": "Mohandas Karamchand Gandhi was born on October 2, 1869, in Porbandar, a small town in present-day Gujarat, India.", 
     "question": "When was Mahatma Gandhi born?"},
    {
     "context": "Mohandas Karamchand Gandhi was born on October 2, 1869, in Porbandar, a small town in present-day Gujarat, India.", 
     "question": "Where was Gandhi born?"},
    # Add more test examples
]

Output

question answer score
When was Mahatma Gandhi born? October 2, 1869 0.957528
Where was Gandhi born? Porbandar 0.731315

[head-iie-vnr]

when I gave larger context for the same questions & changed name the answer was same but confidence decreased

question answer score
When was Mahatma Gandhi born? October 2, 1869 0.906785
Where was Mahatma Gandhi born? Porbandar 0.389754
Where was Gandhi born? Porbandar 0.396170
Where was Mohandas Karamchand Gandhi born? Porbandar 0.416316
Where was he born? Porbandar 0.384240