DominicTWHV/Strawberry-Cake-Beta-1031

Strawberry Cake Beta 1031

A text-moderation classifier fine-tuned from DeBERTa-v3-small

This is a preliminary test model and is NOT meant for production use.

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Overview

Base model	microsoft/deberta-v3-small
Dataset	Cockatoo Moderation V1 (276k annotated subset)
Epochs	3
Task	Text classification (moderation)
Language	English
License	CC-BY-4.0

Method

Starting from microsoft/deberta-v3-small and training for 3 epochs, this model evaluates the usability of the 276k annotated subset of the Cockatoo Moderation V1 dataset.

Results

The harassment_target label in the model's output is an artifact of the input training data and should be ignored.

F1

Precision

Recall

Training Details

Data

The exact training data and splits are available in the training-data/ folder.

Hyperparameters

See training_params.json.

Software Stack

Cockatoo Data Studio (annotation)
        ↓
Cockatoo ML Orchestrator
        ↓
Cockatoo ML Worker (training agent)

Hardware

Training completed in ~1 hour on 2× NVIDIA P100 GPUs (over PCIe).