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ruclip-finetuned-clip993
bezGriga/ruclip-finetuned-clip993
ruclip-finetuned-clip993 is a machine learning model from bezGriga. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This is a fine-tuned version of Sber AI's ruCLIP, adapted for a small custom Russian dataset with 993 images and their captions. The dataset was generated using Qwen-2.5 to caption images.
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Public
Updated Apr 10, 2025
Repo size
606 MB
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.pt606 MB · 100%
At a glance
- Access
- Public
- Created
- Apr 9, 2025
- Updated
- Apr 10, 2025
- SHA
- e602015a
Model card
From the Hugging Face model README
ruCLIP finetuned on clip993
This is a fine-tuned version of Sber AI's ruCLIP, adapted for a small custom Russian dataset with 993 images and their captions. The dataset was generated using Qwen-2.5 to caption images.
📦 Model Details
- Base model:
ruclip-vit-base-patch32-384 - Fine-tuned on: 993 image-text pairs
- Language: Russian
- Model size: 606 MB
- Framework: PyTorch
📁 Files
ruclip_clip993.pt: fine-tuned model weights (state_dict)
🏋️♂️ Training Details
- Loss function: Cosine similarity + CrossEntropy
- Epochs: 10
- Batch size: 32
- Optimizer: Adam (
lr=1e-4) - Validation split: 15%
- Hardware: Trained on consumer GPU
Training script: clip_fine_tuning/models/fine-tuning/1. ruclip_clip993.ipynb
- Created
- Apr 9, 2025
- Updated
- Apr 10, 2025