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e5-model-rag-v2
ianssens/e5-model-rag-v2
e5-model-rag-v2 is a feature extraction model from ianssens. Use it when you need embeddings to search or compare text. It is set up for transformers.
🏆 Fine-Tuned Model from AI Talent Hub Hackathon
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2.3 GB on disk
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At a glance
- Task
- Feature Extraction
- Library
- transformers
- Model type
- xlm-roberta
- Access
- Public
- Created
- Sep 12, 2024
- Updated
- Sep 12, 2024
- SHA
- 64bc1812
Model card
From the Hugging Face model README
Model Card
🏆 Fine-Tuned Model from AI Talent Hub Hackathon
This model was fine-tuned during the AI Talent Hub Hackathon on a custom-generated dataset. The base model was fine-tuned to improve its performance on specific tasks related to "semantic search". It's second version of the model.
Model Details
Model Description
Train Dataset
34k - ['queries', 'corpus', 'relevant_docs', 'mode']
Split Info
chunk_size=512 chunk_overlap=20
- Developed by: ianssens
- Model type: text embedding
- Language(s) (NLP): Russian
- License: MIT
- Finetuned from model [optional]: e5-large
- Task
- Feature Extraction
- Library
- transformers
- Type
- xlm-roberta
- Created
- Sep 12, 2024
- Updated
- Sep 12, 2024