Generalization

Few-Shot Learning

फ्यु-सट सिकाइ

Guiding a model to perform a task by showing it just a few examples in the prompt.

Test Set

परीक्षण सेट

Held-out data used to evaluate how well a trained model performs on unseen examples.

In-Context Learning

इन-कन्टेक्स्ट सिकाइ

A model learning to perform a task purely from examples given in the prompt, without retraining.

Active Learning

सक्रिय सिकाइ

A method where the model selects the most useful examples for humans to label.

Artificial General Intelligence (AGI)

कृत्रिम सामान्य बुद्धिमत्ता

A hypothetical AI that can understand and perform any intellectual task a human can, across many domains.

Artificial Intelligence (AI)

कृत्रिम बुद्धिमत्ता

The field of building machines and software that can perform tasks normally requiring human intelligence, such as reasoning, learning, and decision-making.

Automation

स्वचालन

Using machines or software to perform tasks with little or no human intervention.

Batch Inference

ब्याच इन्फरेन्स

Running predictions on many inputs together rather than one at a time.