Transfer Learning

Zero-Shot Learning

जिरो-सट सिकाइ

A model performing a task it was never explicitly trained on, using general knowledge.

Catastrophic Forgetting

विनाशकारी विस्मरण

When a model learning a new task abruptly loses its ability on previous tasks.

Few-Shot Learning

फ्यु-सट सिकाइ

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

Fine-Tuning

फाइन-ट्युनिङ

Further training a pre-trained model on specific data to specialize it for a task.

In-Context Learning

इन-कन्टेक्स्ट सिकाइ

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

Narrow AI

सीमित एआई

AI designed and trained for one specific task, like spam filtering or face recognition.

Active Learning

सक्रिय सिकाइ

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

Adam Optimizer

एडम अप्टिमाइजर

A widely used optimizer that adapts the learning rate for each parameter.