minuva
/

MiniLMv2-toxic-jigsaw-onnx

Text Classification

offensive language

multi-class-classification

multi-label-classification

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Ngit commited on Dec 26, 2023

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1 Parent(s): a869d2e

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@@ -96,9 +96,9 @@ The following hyperparameters were used during training:
 | Teacher (params)    |   Student (params)     | Set  (metric)     | Score (teacher)    |    Score (student)      |
 |--------------------|-------------|----------|--------| --------|
-| unitary/toxic-bert (110M) |  MiniLMv2-L6-H384-goemotions-v2-onnx (23M)  | Test (ROC_AUC)  | 0.98636 |  0.98600 |
-# Training Code, Evaluation & Deployment
-Check

 | Teacher (params)    |   Student (params)     | Set  (metric)     | Score (teacher)    |    Score (student)      |
 |--------------------|-------------|----------|--------| --------|
+| unitary/toxic-bert (110M) |  MiniLMv2-L6-H384-goemotions-v2-onnx (23M)  | Test (ROC_AUC)  | 0.98636 |  0.98130 |
+# Deployment
+Check [this repository](https://github.com/minuva/toxicity-prediction-serverless) to see how to easily deploy this model in a serverless environment with fast CPU inference.