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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 #1985 · 01/01/2026, 11:18 PM

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✔️$SRISE: THE GALAXY'S NEXT MOONSHOT! 🚀 Saturn is rising and the chart is looking ABSOLUTELY BEAST MODE! 💵 Resistance levels ko todte hue $SRISE agle leg ke liye taiyar hai. Bulls are firmly in the driver’s seat! 🐂📈 Why $SRISE is the one to watch: ✔️ Smart Money Move: Whale wallets enter hona shuru ho gaye hain. Don't be late! 😀 Chart Patterns: Consolidation khatam, ab sirf upar ki taraf rasta hai. 🚀 💪 Community Power: Ek strong aur dedicated community jo project ko millions tak le jane ke liye din-raat kaam kar rahi hai. 🌊 Volume & Liquidity: Massive pumping volume ke saath liquidity bilkul solid hai. NFA (Not Financial Advice) – Do your own research, lekin momentum dekhte hue entry ka yehi sahi waqt hai! ⏳💸 😀 CHART & ANALYTICS 👉View on DexScreener 💵 CONTRACT ADDRESS (BSC) 0x1dDb80923d405e64b56eB434dFE0d130a29C4444 💬 OFFICIAL LINKS 📱X (Twitter): @Saturnrisememe 🌐Website: memeworld.live 📱Telegram: @saturnrisememetoken #SRISE#BSC#GemAlert#Crypto#Moonshot#BullRun2026🚀🌕

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