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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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@gsbe_uz · Post #3057 · 02/25/2026, 11:25 AM

Startaplarni qo‘llab-quvvatlashning kompleks ekotizimi joriy etiladi O‘zbekiston Prezidentining respublikamizda startap loyihalarni gʻoyadan boshlab masshtablashtirishgacha boʻlgan barcha bosqichlarda institutsional, moliyaviy va infratuzilmaviy qoʻllab-quvvatlash maqsadida qabul qilingan 2026-yil 11-fevraldagi PQ–59-sonli qarori bo‘yicha muhim tashabbuslar infografikasi. Batafsil:PQ–59-sonli qaror ___________ Внедряется комплексная экосистема поддержки стартапов Инфографика важных инициатив согласно Постановлению Президента Республики Узбекистан №ПП-59 от 11 февраля 2026 года, принятому в целях институциональной, финансовой и инфраструктурной поддержки стартап-проектов в нашей республике на всех этапах от идеи до масштабирования. Подробнее:Постановление №ПП-59 ___________ A comprehensive startup support ecosystem will be implemented Infographic of important initiatives under the Decree of the President of Uzbekistan No.PD-59 dated February 11, 2026, adopted in order to provide institutional, financial, and infrastructural support to startup projects in the republic at all stages, from the idea to scaling. More:Resolution No.PD-59 #GSBE#GraduateSchool#StartupEcosystem#PD59 🔝Web-site |🔝Facebook | 🔝Instagram | 🔝Youtube