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deprem-roberta-intent
deprem-ml/deprem-roberta-intent
deprem-roberta-intent is a text classification model from deprem-ml. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
Depremzedelerin ihtiyaçlarını karşılamak için etiketlenmiş eğitilmiş multi-label RoBERTa modeli. Aşağıda değerlendirme sonuçları var.
Access
Public
Updated Feb 13, 2023
Repo size
1.5 GB
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0
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Repo makeup
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.pt997 MB · 67%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Access
- Public
- Created
- Feb 10, 2023
- Updated
- Feb 13, 2023
- SHA
- 76f250b9
Model card
From the Hugging Face model README
Türkçe Multi-label Intent Classification RoBERTa
Depremzedelerin ihtiyaçlarını karşılamak için etiketlenmiş eğitilmiş multi-label RoBERTa modeli. Aşağıda değerlendirme sonuçları var.
Evaluation
-
'eval_loss': 0.18568251545368838,
-
'eval_runtime': 2.7693,
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'eval_samples_per_second': 254.935,
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'eval_steps_per_second': 8.305,
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'epoch': 3.0
Classification Report
precision recall f1-score support
Alakasiz 0.95 0.87 0.91 781
Barinma 0.86 0.52 0.65 234
Elektronik 0.00 0.00 0.00 171
Giysi 0.89 0.25 0.39 122
Kurtarma 0.86 0.78 0.82 472
Lojistik 0.00 0.00 0.00 123
Saglik 0.78 0.05 0.09 148
Su 0.92 0.11 0.20 96
Yagma 0.00 0.00 0.00 19
Yemek 0.94 0.42 0.58 158
micro avg 0.91 0.55 0.69 2324
macro avg 0.62 0.30 0.36 2324
weighted avg 0.78 0.55 0.61 2324
samples avg 0.69 0.63 0.65 2324
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Languages
- tr
- Created
- Feb 10, 2023
- Updated
- Feb 13, 2023