Datasheet (Dataset)

Model Card

मोडेल कार्ड

A document describing a model's purpose, performance, limits, and intended use.

Benchmark

बेन्चमार्क / मापदण्ड

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

Dataset

डाटासेट

A structured collection of data used to train, validate, or test a model.

Distribution

वितरण

How values in a dataset are arranged across their possible range.

Epoch

इपोक

One complete pass of the entire training dataset through the model.

Grounding

ग्राउन्डिङ

Connecting a model's responses to reliable external facts or sources to reduce errors.

ImageNet

इमेजनेट

A large labeled image dataset that became a key benchmark for computer vision.

Imputation

इम्प्युटेसन / मान पूर्ति

Filling in missing values in a dataset with estimated ones.