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That video shows examples of new models with one-shot performance better than old models with fine-tuning. It doesn't compare new models with fine-tuning to new
by jph00 3y ago
That video shows examples of new models with one-shot performance better than old models with fine-tuning. It doesn't compare new models with fine-tuning to new models without fine-tuning.
- treprinum 3y agoRight, the page 28 of this article mentions "On some benchmarks, task-general models (not explicitly trained to perform a task) surpass prior state-of-the-art performance held by a task-specific model" but they don't provide data for fine-tuning of their very large models: https://arxiv.org/pdf/2206.07682.pdf https://arxiv.org/pdf/2206.07682.pdf