Text Classification
Transformers
Safetensors
English
modernbert
insurance
document-classification
uk-insurance
bytical
Eval Results (legacy)
text-embeddings-inference
Instructions to use piyushptiwari/InsureDocClassifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use piyushptiwari/InsureDocClassifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="piyushptiwari/InsureDocClassifier")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("piyushptiwari/InsureDocClassifier") model = AutoModelForSequenceClassification.from_pretrained("piyushptiwari/InsureDocClassifier", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Upload folder using huggingface_hub
Browse files
README.md
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InsureDocClassifier is a 12-class insurance document classifier built on ModernBERT-base. It automatically categorizes insurance documents into their correct type, enabling automated document routing, indexing, and processing in insurance operations.
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### Document Classes (12)
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| ID | Document Type | Description |
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InsureDocClassifier is a 12-class insurance document classifier built on ModernBERT-base. It automatically categorizes insurance documents into their correct type, enabling automated document routing, indexing, and processing in insurance operations.
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## New to These Hugging Face Repos?
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INSUREOS is published as separate repos so each page stays focused:
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- This page (`InsureDocClassifier`) contains model artifacts and usage.
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- Full training code is in [piyushptiwari/insureos-models](https://huggingface.co/piyushptiwari/insureos-models).
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- Training data is in [piyushptiwari/insureos-training-data](https://huggingface.co/datasets/piyushptiwari/insureos-training-data).
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- Beginner explanation is in [LEARN.md](https://huggingface.co/piyushptiwari/insureos-models/blob/main/LEARN.md).
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### Document Classes (12)
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| ID | Document Type | Description |
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