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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 #4278 · 03/01/2025, 01:00 PM

CME Launches Solana Futures on March 17 CME Group, the largest derivatives exchange, plans to launch cash-settled Solana (SOL) futures on March 17, 2025, pending regulatory approval. The offering will include micro contracts (25 SOL) and standard contracts (500 SOL) to attract both retail and institutional traders, aiming to enhance market legitimacy and liquidity. This follows a 73% growth in crypto trading volume. Additionally, several futures-based ETFs linked to Solana await SEC approval. Market responses and regulatory decisions are critical as the launch date approaches. Read more: CME Group News #CME#Solana#Futures#Crypto#ETFs#SEC#TradFi#MicroContracts#InstitutionalInvestors#Volatility#Liquidity#MarketLegitimacy#BTC#ETH#SOL#Investment#Trading#MarketTrends#CryptoVolume#USDD#WhaleAlert