/train-classifier | spacy-nlp | ClaudePluginHub

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/train-classifier

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Description

Train a custom text classification model

Install

1

Add the repository(one-time)

$

/plugin marketplace add SpillwaveSolutions/spacy-nlp-agentic-skill

2

Install the plugin

$

/plugin install spacy-nlp@spacy-nlp-agentic-skill

Command Content

Train Classifier

Train a TextCategorizer model for document classification.

Usage

/train-classifier --data training.json --output ./model
/train-classifier --data data.json --categories "Tech,Business,Legal"
/train-classifier --data data.json --epochs 20 --gpu

Data Format

[
  {"text": "Revenue exceeded expectations", "label": "Business"},
  {"text": "Fixed null pointer exception", "label": "Programming"},
  {"text": "K8s manifest updated", "label": "DevOps"}
]

Training Workflow

Prepare data → Convert JSON to DocBin
Generate config → Create training config
Validate → spacy debug data
Train → spacy train
Evaluate → Check metrics

Output

Epoch 10/10: Loss=0.45  F1=0.90
Best model: ./output/model-best

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Updated 3 days ago