Text Classification
Transformers
Safetensors
French
English
xlm-roberta
toxicity
moderation
multilingual
twitch
chat-moderation
Eval Results (legacy)
text-embeddings-inference
Instructions to use Loule/egide-toxicity-model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Loule/egide-toxicity-model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Loule/egide-toxicity-model")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Loule/egide-toxicity-model") model = AutoModelForSequenceClassification.from_pretrained("Loule/egide-toxicity-model", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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Clean up: remove intermediate checkpoints and training artifacts
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Auto-improve cycle 8 — F1=95.7%
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Auto-improve cycle 3 — F1=?%
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Upload Egide toxicity model (fine-tuned xlm-roberta-base)
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Update model card with v2 benchmark results (96% F1, 1000-msg benchmark)
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Fine-tuned v2: 96% F1, fixed false positives on Twitch chat
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Clean repo: remove checkpoints and training artifacts
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Upload Egide toxicity model (fine-tuned xlm-roberta-base)
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Upload Egide toxicity model (fine-tuned xlm-roberta-base)
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Upload Egide toxicity model (fine-tuned xlm-roberta-base)
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Fix config.json: proper label names for widget display
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Update model card: remove base model references, add widget examples
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Remove training_args.bin
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Remove training checkpoints (not needed for inference)
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Add model card with full documentation
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Upload Egide toxicity model (fine-tuned xlm-roberta-base)
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initial commit
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