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Source channel @githubtrending · Post #15600 · Apr 4

#python#apple_silicon#florence2#idefics#llava#llm#local_ai#mlx#molmo#paligemma#pixtral#vision_framework#vision_language_model#vision_transformer MLX-VLM lets you run, chat with, and fine-tune Vision Language Models (VLMs) plus audio/video models on your Mac using MLX—install easily with `pip install -U mlx-vlm`. Use CLI for quick text/image/audio generation (e.g., `mlx_vlm.generate --model ... --image photo.jpg`), Gradio UI for chats, Python scripts, or a FastAPI server with OpenAI-compatible endpoints supporting multi-images/videos. Features like TurboQuant cut KV cache memory by 76%, and LoRA/QLoRA fine-tuning works on consumer hardware. You benefit by experimenting with powerful multimodal AI locally—fast, memory-efficient, no cloud costs, perfect for Mac users tweaking models affordably. https://github.com/Blaizzy/mlx-vlm

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Crypto News & Web3 Events | TON Ecosystem

@tonevents_en · Post #1442 · 04/21/2025, 01:04 PM

USDE by 👍XBANKING — A Next-Generation Decentralized Stablecoin XBANKING has launched USDE, a new stablecoin built specifically for DeFi, trading, and everyday payments. USDE blends stability, decentralization, and yield — offering 8% APR just for holding. Built on the 🤑 Solana blockchain. 💰USDE minting is now live ➡️app.xbanking.org 👍 1 USDE = 1 USD — always. It’s backed 1:1 by liquid assets — USDT and USDC, with real-time reserves exceeding 101%. 🔎Why hold USDE? ✔️ Earn 8% APR simply by holding — the yield is built into the token. ✔️ No need to chase DeFi protocols or calculate risks — USDE starts earning immediately. ✔️ Use it like any other stablecoin: trade, add to liquidity pools, lend, or borrow. ✔️ 100%+ backed by USDT and USDC — no liquidation risks like with collateralized stablecoins. ✔️ Runs on Solana — fast, cheap, and user-friendly. 😀How does it work? • Users deposit USDT or USDC into the XBANKING smart contract • In return, they receive USDE at a 1:1 ratio • The deposited stablecoins are allocated to DeFi strategies (liquidity pools, farming, etc.) • The yield is distributed among all USDE holders 💼What you can do with USDE ✔️ Hold to earn 8% APR ✔️ Swap to USDT or USDC with zero fees ✔️ Trade on DEXs (available on Raydium) ✔️ Provide liquidity ✔️ Lend and borrow 🛡 What makes USDE stand out? • Backed only by $USDT and $USDC • Reserves exceed 100% • 8% APR just for holding • Minting and burning are controlled via smart contracts • No liquidation mechanisms — unlike collateralized stablecoins • Includes a token freeze function as an additional safeguard against phishing or exploits 📌Where to use USDE — Mint: app.xbanking.org — Smart contract: 8dt9fQhoRKuWCSAsYweG2UMF3rbcG9xzNCTWXXSmdmEi — View on Solscan — DEX: Raydium USDE by XBANKING — a hybrid stablecoin designed for active DeFi use and long-term yield. #USDE#Xbanking#Stablecoin#DeFi#Solana#Raydium#CryptoUX