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A scalable text classifier using both machine learning and large language models. It includes the means to evaluate both ML and LLMs...

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Sputnik

The text classifier

Imaginary architecture

Note

The architecture is imaginary and does not represent the actual architecture of the system.

Imaginary architecture

Experiment flow

Experiment flow

Ragas metrics

Ragas metrics

Bar

Bar

Viol

Viol

Sampled dataset — category distribution

Category distribution in sampled dataset

Combined confusion matrix over 10 folds — SVM

Confusion matrix svm

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A scalable text classifier using both machine learning and large language models. It includes the means to evaluate both ML and LLMs...

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