#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
⭐️ 15 Passive income #Ideas
1 Sell on Amazon
2 Rent out a room
3 Create a gaming app
4 Start an ATM business
5 Buy a vending machine
6 Invest in royalty income
7 Invest in dividend stocks
8 Buy & hold growth stocks
9 Invest in rental properties
10 Automate a shopify store
11 Grow a Youtube chennel
12 Start an influencer IG account
13 promote products as an affiliate
14 Create your own affiliate program
15 Save more with a high yield savings
✨news forex & Cryptocurrency✅
y aquí mi trabajo honesto <3 espero que les guste . Hoy hice mi prueba de español y me fue piola. Si quieren sugerir algún tipo de post soy todo oídos. #ideas
También aceptamos ideas y sugerencias, cambios de color, todo a tu gusto, porque recuerda que se acerca el mes del amor 🥂❤️ y la amistad 🥰
(Fotos tomadas de internet)
#ideas