Phi-2 vs FLAN-T5
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Phi-2
Phi-2 is a 2.7-billion-parameter transformer language model developed by Microsoft, released in December 2023. It was trained using a methodology emphasizing curated high-quality data, including synthetic data and filtered web content, to improve reasoning capabilities relative to model size. Phi-2 is part of Microsoft's Phi series of small language models, which demonstrated that models with fewe...
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FLAN-T5
FLAN-T5 is a series of instruction-tuned large language models released by Google in late 2022. It is an enhanced version of the original T5 architecture, fine-tuned on a mixture of over 1,800 natural language processing tasks compiled into the Flan collection. This extensive instruction tuning allows the model to generalize more effectively to unseen tasks using zero-shot and few-shot prompting t...
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