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Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrough Performance
April 4, 2022, 4:01 p.m. | Google AI (noreply@blogger.com)
Google AI Blog ai.googleblog.com
In recent years, large neural networks trained for language understanding and generation have achieved impressive results across a wide range of tasks. GPT-3 first showed that large language models (LLMs) can be used for few-shot learning and can achieve impressive results without large-scale task-specific data collection or model parameter updating. More recent LLMs, such as GLaM, LaMDA, Gopher, and Megatron-Turing NLG, achieved state-of-the-art few-shot results …
language language model machine learning natural language processing pathways language model performance scaling self-supervised learning
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