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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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Dishes.Cooking.Food

@cookingdish · Post #1021 · 11/21/2025, 02:05 PM

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Crispy Beef Tacos 🌮🔥 Easy, flavour-packed dinner! #beeftacos#foodtok#tacos#dinnerideas#easyrecipe Ingredients: * 350g minced beef * 1 large onion * 2 peppers * 1 pack tortilla wraps * 1 tsp salt * 1 tsp pepper * 1 tsp cumin * 1 tsp Cajun * 1 tsp oregano * 1 1/2 tsp garlic powder * 1 tsp smoked paprika * Tomato & garlic herb sauce * Olive oil * Water * Lettuce * Cherry tomatoes * Cucumber * Mayonnaise * Mozzarella cheese Method: 1. Sauté chopped onion and peppers in a little olive oil. 2. Add minced beef and cook until browned. 3. Season with salt, pepper, cumin, Cajun, oregano, garlic powder, and smoked paprika. 4. Add a splash of water + tomato & garlic herb sauce. Simmer until thickened. 5. Spoon the beef onto tortilla wraps, add mozzarella, fold, and lightly brush with oil. 6. Pan-fry or air fry until crispy and golden. 7. Serve with lettuce, cherry tomatoes, cucumber, and a drizzle of mayo. Enjoy your crispy, cheesy tacos! 😍🌮🔥 #dinner @dishes

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