Create README.md

README.md

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+---
+language:
+- ka
+base_model:
+- intfloat/multilingual-e5-small
+tags:
+- text-embeddings
+- georgian
+- multilingual-e5
+---
+
+# 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: 80.06%
+- Training completed over 3 epochs
+- Contrastive loss with margin=0.5
+
+## Dataset
+- 12,455+ Georgian text pairs across 9 semantic relationship types
+
+## Usage
+```python
+from transformers import AutoTokenizer, AutoModel
+
+tokenizer = AutoTokenizer.from_pretrained("matsut21/georgian-e5-finetuned")
+model = AutoModel.from_pretrained("matsut21/georgian-e5-finetuned")