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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 𝟏𝟎𝟎𝐗 𝐂𝐚𝐥𝐥𝐬 💯 🌐

@gemscrypto100x · Post #1777 · 07/17/2025, 06:51 PM

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🚨BIG ANNOUNCEMENT – AuditDoge Launching TOMORROW! 🚨 🔥 Get Ready – Something Massive is Coming! 🔥 🗓 Launch Date: 18 jul 3pm utc to 19 jul 3pm utc. 🎉 The Fair Launch is going live on Pinksale… and with it, a HUGE ANNOUNCEMENT will be revealed! 🛡️ AuditDoge – Your #1 Security Partner on BSC Say goodbye to scams and rug pulls. AuditDoge is here to protect investors and projects with real-time smart contract audits, AI-based alerts, and a powerful community-driven system. 📌 Official Links: 🌐 Website: https://auditdoge.vip 🔵 Telegram: https://t.me/auditdoge_bsc 🐦 X (Twitter): https://x.com/auditdoge_bsc 🚀 Pinksale Fair Launch: https://www.pinksale.finance/launchpad/bsc/0xe3f02B478b7073F8b1c6E4ABd435b1f670034E61 💡Why AuditDoge ? ✔️ AI-Powered Smart Contract Scanning ✔️ Real-Time Security Alerts ✔️ Instant Honeypot Detection ✔️ Transparent Roadmap & Powerful Utility ✔️ Built to make DeFi SAFER for everyone 🎯 TOMORROW will change everything. 📢 A major update will be announced – and it’s going to set the tone for what’s next in crypto security. 👉 Be early. Be safe. Be with AuditDoge. #AuditDoge#BSC#CryptoSecurity#FairLaunch#BigAnnouncement#DeFi

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