| Name | en-prompt-nsfw-pipeline-bilstm JSON |
| Version |
0.3.0
JSON |
| download |
| home_page | None |
| Summary | NSFW pipeline that classifies prompt, using a bi-lstm model |
| upload_time | 2024-07-19 08:39:16 |
| maintainer | None |
| docs_url | None |
| author | Jiayu Liu |
| requires_python | None |
| license | UNLICENSED |
| keywords |
|
| VCS |
|
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
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
<details>
<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 |
Raw data
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