Related terms
Other terms related to Few-Shot Learning.
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In-Context Learning
इन-कन्टेक्स्ट सिकाइ
A model learning to perform a task purely from examples given in the prompt, without retraining.
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Generalization
सामान्यीकरण
A model's ability to perform well on new, unseen data rather than just memorized examples.
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Zero-Shot Learning
जिरो-सट सिकाइ
A model performing a task it was never explicitly trained on, using general knowledge.
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Active Learning
सक्रिय सिकाइ
A method where the model selects the most useful examples for humans to label.
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Artificial General Intelligence (AGI)
कृत्रिम सामान्य बुद्धिमत्ता
A hypothetical AI that can understand and perform any intellectual task a human can, across many domains.
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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.
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Catastrophic Forgetting
विनाशकारी विस्मरण
When a model learning a new task abruptly loses its ability on previous tasks.
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Learning Curve
सिकाइ वक्र
A plot showing how a model's performance changes as it sees more training data.