multi-task model

noun

UK /ˌmʌltiˈtɑːsk ˈmɒdl/

US /ˌmʌltiˈtæsk ˈmɑːdl/

A multi-task model is a computer brain that can do many different jobs at the same time.

The new multi-task model can read text, recognize pictures, and answer questions all by itself.

SYNONYMS

multi-purpose model versatile model general-purpose model all-in-one model

RELATED WORDS

neural network machine learning artificial intelligence single-task model transfer learning

OTHER MEANINGS

2. A machine learning system trained to perform several tasks at once by sharing knowledge across them.

Researchers built a multi-task model that handles translation and summarization together.

3. A business or workflow design where one system or team handles multiple functions.

Their multi-task model lets a small team manage sales, support, and billing.

4. In robotics, a single control model that can perform different physical actions.

The robot's multi-task model lets it walk, grasp, and climb stairs.