#task-recognition

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Hackernoon
1 month ago
Data science

Where does In-context Translation Happen in Large Language Models: Further Analysis | HackerNoon

The number of prompts has minimal impact on task recognition in GPTNEO and BLOOM models. [ more ]
Hackernoon
1 month ago
Data science

Where does In-context Translation Happen in Large Language Models: Abstract and Background | HackerNoon

Self-supervised large language models transition to effective translation once they reach a 'task recognition' point in their layers. [ more ]
Hackernoon
1 month ago
Data science

Where does In-context Translation Happen in Large Language Models: Inference Efficiency | HackerNoon

Identifying task recognition in transformer models enables significant inference speed-ups. [ more ]
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