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legal-document-classifier-distilbert – AI Model by Sajawal024 | AlphaNeural AI
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legal-document-classifier-distilbert
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transformers
safetensors
distilbert
text-classification
legal
PyTorch
en
apache-2.0
text-embeddings-inference
endpoints_compatible
us
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⚖️ Legal Document Category Classification Model
📌 Model Details
Developed by:
M SAJAWAL ABBAS
Model Type:
Fine-tuned Transformer for Multi-Class Text Classification
Base Architecture:
distilbert-base-uncased
Language:
English (en)
🎯 Intended Use
Classifies legal texts into 4 primary functional categories:
Civil / Constitutional Law
(ID: 0)
Criminal Law / Procedure
(ID: 1)
Business / Corporate Law
(ID: 2)
Regulatory / Administrative Law
(ID: 3)
📊 Dataset & Training Details
Dataset:
lex_glue
(SCOTUS subset)
Framework:
PyTorch & Hugging Face Transformers
Epochs:
3 |
Batch Size:
16 |
Learning Rate:
2e-5
👤 Author Metadata
Author:
M SAJAWAL ABBAS
Environment:
Google Colab (GPU) & Hugging Face Hub
