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Source channel @githubtrending · Post #15365 · Dec 24

#jupyter_notebook DINOv3 offers powerful self-supervised vision models from Meta AI, like ViT up to 7B parameters and ConvNeXt, pretrained on 1.7B web or satellite images. Load them easily via PyTorch Hub, Hugging Face Transformers (v4.56+), or timm (v1.0.20+), with code examples for features, depth, detection, and segmentation. You benefit by using these top-performing, dense features without fine-tuning or labels—saving time and compute for tasks like classification, object detection, and zero-shot analysis on your images. https://github.com/facebookresearch/dinov3

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Venture Village Wall 🦄

@venturevillagewall · Post #3803 · 01/06/2025, 01:00 PM

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MARA Holdings Boosts Bitcoin Lending Program MARA Holdings increases hashrate by 15% to 53.2 EH/s and expands bitcoin reserves to 44,893 BTC. The company has loaned 7,377 BTC to third parties for yield generation amidst industry scrutiny. VP Robert Samuels indicates significant interest in the lending program, which focuses on short-term arrangements generating modest yields. Concerns arise over potential risks associated with past bankruptcies in the mining sector. More details in the original article: Coindesk #MARA#Bitcoin#Lending#Crypto#Mining#YieldGeneration#Finance#Investment#RiskManagement#EU#MiCA

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