Subword

Bag of Words

ब्याग अफ वर्ड्स

A simple text representation counting word occurrences while ignoring order.

GPT

जीपीटी (GPT)

A family of generative transformer models that produce text by predicting the next token.

Token

टोकन

A small unit of text — a word or part of a word — that a language model processes.

Word Embedding (Word2Vec)

वर्ड एम्बेडिङ

Representing words as vectors so that similar meanings sit close together in space.

Autoregressive

अटोरिग्रेसिभ

Generating output one token at a time, each based on all the tokens produced before it.

Bagging

ब्यागिङ

Training many models on random data subsets and averaging them to reduce variance.

Benchmark

बेन्चमार्क / मापदण्ड

A standard dataset or test used to compare the performance of different models.

Bias Mitigation

पूर्वाग्रह न्यूनीकरण

Techniques to detect and reduce unfair bias in data and models.