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ai-forever/FRIDA

Feature Extraction·ai-forever· 102.2K· 141
sentence-transformers mit Feature Extraction 823.4M params dataset:ai-forever/solyankaarxiv:2309.10931arxiv:2408.12503base_model:ai-forever/FRED-T5-1.7B

FRIDA is a full-scale finetuned general text embedding model inspired by denoising architecture based on T5. The model is based on the encoder part of FRED-T5 model and continues research of text embedding models (ruMTEB, ru-en-RoSBERTa). It has been pre-trained on a Russian-English dataset and fine-tuned for improved performance on the target task.

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# pull & run locally
pip install mlforge-sdk && mlforge pull ai-forever/FRIDA

Model details

Task
Feature Extraction
Provider
ai-forever
Framework
sentence-transformers
Parameters
823.4M
Size
7.1 GB
License
mit
Downloads
102.2K
Likes
141
Paper
arXiv:2309.10931
Updated
2025-05-26

About ai-forever/FRIDA

FRIDA is a full-scale finetuned general text embedding model inspired by denoising architecture based on T5. The model is based on the encoder part of FRED-T5 model and continues research of text embedding models (ruMTEB, ru-en-RoSBERTa). It has been pre-trained on a Russian-English dataset and fine-tuned for improved performance on the target task.

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