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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
Search: #positioning
@amazingeo · Post #20 · 08/10/2025, 10:43 AM
🌍 The geographic coordinates system splits the globe into lines called latitude and longitude, allowing any spot on Earth to be pinpointed within a few meters using just two numbers. ✨ #coordinates⚡#mapping⚡#positioning⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍
@Digital_Marketing_strategies · Post #760 · 09/10/2025, 11:12 AM
The secret to massive Google ads scale isn't a unique product or a crazy offer. Rather, it's the ability to disrupt a market And be different form the rest This could be done with product titles, images, pricing, the product itself, or the messaging. Just pick one and do the complete opposite of your competitor's It's that simple. #GoogleAds #positioning
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