Few-shot learning AND LLM
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Daniel Vila Suero sur Twitter : "Data quality is key for LLMs, but we're building Open Source LLMs with data of "unknown" quality... Introducing Alpaca GarbageCollector..."
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2023-04-05 A propos
Andrej Karpathy sur Twitter : "Base LLMs (non-finetuned) make very strong few-shot classifiers. Describe task in English, give few examples, read off the label probabilities on test example. No gradient-based optimization necessary. It brings a cannon to a knife fight but is fast, convenient, strong baseline." / Twitter
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2023-03-19 A propos
explosion/prodigy-openai-recipes: ✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3
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2023-02-11 A propos
[2209.01975] Selective Annotation Makes Language Models Better Few-Shot Learners
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2022-09-07 A propos