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1 result for “Tens-of-Shot”

Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifierscs.CL

Small LLMs outperform large ones on simple tasks without extra labelling costs.

problem Performance of large commercial models in simple classification tasks.

method Logistic Regression on small LLM embeddings.

result Small LLMs equal or outperform large LLMs in 'tens-of-shot' classification tasks.

Logistic Regression Small Language Models Simple Classification Performance Comparison Tens-of-Shot

2024-08-06abs ↗pdf ↗