Glossary entry
इन्स्ट्रक्सन ट्युनिङ
Definition (English)
Fine-tuning a model on examples of instructions and responses so it follows directions better.
अर्थ (नेपालीमा)
मोडेलले निर्देशन राम्ररी पालना गरोस् भनी निर्देशन र जवाफका उदाहरणमा फाइन-ट्युन गर्ने काम।
Related terms
Algorithm
एल्गोरिदम / कार्यविधि
A step-by-step set of instructions a computer follows to solve a problem or complete a task.
Fine-Tuning
फाइन-ट्युनिङ
Further training a pre-trained model on specific data to specialize it for a task.
LoRA
लोरा (LoRA)
A lightweight fine-tuning method that adapts a large model by training small added layers.
A/B Testing
ए/बी परीक्षण
Comparing two versions of a system with real users to see which performs better.
Active Learning
सक्रिय सिकाइ
A method where the model selects the most useful examples for humans to label.
Bayesian Optimization
बेजियन अनुकूलन
An efficient method for tuning hyperparameters by modeling which settings work best.
BERT
बर्ट (BERT)
An influential transformer model that reads text in both directions to understand context.
Class Imbalance
वर्ग असन्तुलन
When some categories have far more examples than others, biasing a model.