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Few-Shot Learning in Practice: GPT-Neo & 'HuggingFace' Accelerated Inference API
- FL33TW00D 5y agoHuggingFace is going to get acquired in the near future, the talent pool they’ve accumulated is extremely impressive.
- spywaregorilla 5y agoHmm I don't work in this space too often, but wouldn't the maximum likelihood estimator of a oneshot example, saying telling it king => queen, hoping to learn male to female transitions... wouldn't that just be the simple linear transformation between the two embeddings? I'm sure a few shot model can be a little more nuanced but I'm not sure I have any intuition about what that transformation looks like.
- konfuzio 5y agoGood to see that few shot learning is now even easier using the widget. We have had good results with writing emails and reported about it in our blog: https://www.helm-nagel.com/open-sourced-gpt-Neo-writes-individualized-emails https://www.helm-nagel.com/open-sourced-gpt-Neo-writes-indiv...