matthewleechen
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capital-saving_stated_aim_classifier

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text-embeddings-inference

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matthewleechen commited on Mar 14, 2025

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 # Labor Saving Stated Aim Classifier
-This is a roberta-base model that is trained to classify whether an explicit stated aim described in a British [historical patent](https://huggingface.co/datasets/matthewleechen/300YearsOfBritishPatents) is designed to save labor.
 Hyperparameters:
 lr = 3e-5

 # Labor Saving Stated Aim Classifier
+This is a roberta-base model that is trained to classify whether an explicit set of stated aims extracted from a British [historical patent](https://huggingface.co/datasets/matthewleechen/300YearsOfBritishPatents) includes a labor-saving objective.
+Labels were generated manually and checked with Gemini 2.0 Flash using the attached [prompt](https://huggingface.co/matthewleechen/capital-saving_stated_aim_classifier/blob/main/capital-saving_prompt.txt).
 Hyperparameters:
 lr = 3e-5