en-prompt-nsfw-pipeline-bilstm

NSFW pipeline that classifies prompt, using a bi-lstm model

Project description

NSFW pipeline that classifies prompt, using a bi-lstm model

Feature | Description |
— | — |
Name | en_prompt_nsfw_pipeline_bilstm |
Version | 0.3.0 |
spaCy | >=3.0.0,<4.0.0 |
Default Pipeline | tok2vec, textcat |
Components | tok2vec, textcat |
Vectors | 514157 keys, 20000 unique vectors (300 dimensions) |
Sources | n/a |
License | UNLICENSED |
Author | [Jiayu Liu]() |

### Label Scheme

<summary>View label scheme (4 labels for 1 components)</summary>

Component | Labels |
— | — |
`textcat` | safe, cp, underage_safe, adult |

</details>

### Accuracy

Type | Score |
— | — |
CATS_SCORE | 91.79 |
CATS_MICRO_P | 92.20 |
CATS_MICRO_R | 92.20 |
CATS_MICRO_F | 92.20 |
CATS_MACRO_P | 92.48 |
CATS_MACRO_R | 91.25 |
CATS_MACRO_F | 91.79 |
CATS_MACRO_AUC | 98.97 |
TOK2VEC_LOSS | 149989.52 |
TEXTCAT_LOSS | 626.11 |

Project details

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This version

0.3.0

Jul 19, 2024

0.2.0

Jul 18, 2024

0.1.1

Jul 16, 2024

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