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georgian-e5-finetuned
matsut21/georgian-e5-finetuned
georgian-e5-finetuned is a machine learning model from matsut21. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Fine-tuned version of intfloat/multilingual-e5-small for Georgian text embeddings using contrastive learning.
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At a glance
- Model type
- bert
- Access
- Public
- Created
- Aug 2, 2025
- Updated
- Aug 3, 2025
- SHA
- 83903b21
Base models
Model card
From the Hugging Face model README
Georgian E5 Fine-tuned Text Embeddings
Fine-tuned version of intfloat/multilingual-e5-small for Georgian text embeddings using contrastive learning.
Model Performance
- Validation Accuracy: 82.53%
- Training completed over 3 epochs
- Contrastive loss with margin=0.5
Dataset
- 13,000+ Georgian text pairs across 9 semantic relationship types
Usage
from transformers import AutoTokenizer, AutoModel
tokenizer = AutoTokenizer.from_pretrained("matsut21/georgian-e5-finetuned")
model = AutoModel.from_pretrained("matsut21/georgian-e5-finetuned")
- Type
- bert
- Languages
- ka
- Created
- Aug 2, 2025
- Updated
- Aug 3, 2025