Fine-Tuning

Pre-training

पूर्व-तालिम

The initial large-scale training of a model on broad data before any task-specific tuning.

LoRA

लोरा (LoRA)

A lightweight fine-tuning method that adapts a large model by training small added layers.

Narrow AI

सीमित एआई

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

Convergence

अभिसरण

The point at which further training stops meaningfully improving a model.

Instruction Tuning

इन्स्ट्रक्सन ट्युनिङ

Fine-tuning a model on examples of instructions and responses so it follows directions better.

Next Token Prediction

अर्को टोकन अनुमान

The core training task of LLMs: predicting the next piece of text given prior context.

Training

तालिम / प्रशिक्षण

The process of feeding data to a model so it can learn the patterns needed to perform a task.

Transfer Learning

ट्रान्सफर लर्निङ

Reusing a model trained on one task as a starting point for a related task.