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Source channel @githubtrending · Post #14967 · Jul 16

#swift SwiftFormat is a tool that automatically formats Swift code to follow consistent style rules, making your code cleaner and easier to read. It works on macOS, Linux, and Windows, and can be used in many ways: as a command-line tool, an Xcode extension, a build phase, or a Git pre-commit hook. It fixes issues like spacing, redundant code, and style deviations without changing your code’s behavior. You can customize its rules and options via config files or command-line arguments. Using SwiftFormat saves time, avoids style arguments in teams, and helps maintain a professional, uniform codebase effortlessly. https://github.com/nicklockwood/SwiftFormat

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@githubtrending · Post #15600 · 04/04/2026, 11:30 AM

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#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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#python #apple_silicon #florence2 #idefics #llava #llm #local_ai #mlx #molmo #paligemma #pixtral #vision_framework #vision_language_model #vision_transformer