Model: AdamCodd/distilroberta-nsfw-prompt-stable-diffusion
Author: AdamCodd
Pipeline: text-classification
Library: transformers.js
Tags: transformers.js, onnx, safetensors, roberta, text-classification, transformers, nlp, en, dataset:AdamCodd/Civitai-8m-prompts, dataset:AdamCodd/Civitai-15M-prompts, arxiv:2405.19360, base_model:distilbert/distilroberta-base, base_model:quantized:distilbert/distilroberta-base, license:cc-by-nc-4.0, model-index, region:us
Base models (quantized): id: distilbert/distilroberta-base
Card metadata: datasets: AdamCodd/Civitai-8m-prompts, AdamCodd/Civitai-15M-prompts
metrics: accuracy, f1, precision, recall, roc_auc
inference: yes
base_model: distilroberta-base
model-index: name: distilroberta-nsfw-prompt-stable-diffusion
results: task: type: text-classification
name: Text Classification
metrics: type: loss
value: 0.19507
verified: no, type: accuracy
value: 0.91981
name: Accuracy
verified: no, type: f1
value: 0.92005
name: F1
verified: no, type: precision
value: 0.91794
name: Precision
verified: no, type: recall
value: 0.92217
name: Recall
verified: no, type: ROC_AUC
value: 0.97641
name: AUC
verified: no
widget: text: masterpiece, 1girl, looking at viewer, sitting, tea, table, garden
example_title: Prompt
language: en
license: cc-by-nc-4.0
tags: transformers.js, transformers, nlp
extra_gated_prompt: To get access to this model, send an email to adamcoddml@gmail.com and provide a brief description of your project or application. Requests without this information will not be considered, and access will not be granted under any circumstances.
extra_gated_fields: Company/University: text
Country: country
Likes: 22 | All-time downloads: 23
Created: 2024-01-24 14:35:12