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Source channel @githubtrending · Post #14975 · Jul 19

#typescript bknd is a lightweight backend system that makes app development easier by providing ready-to-use features like database management, user authentication, media handling, and workflow automation, all in one place. It works with many JavaScript runtimes and frameworks, so you can deploy it almost anywhere and even bundle backend and frontend together. It offers a full REST API, a React SDK, and UI components to speed up development without needing deep backend knowledge. This saves you time, reduces complexity, and helps you build secure, scalable apps faster with less effort. You can start quickly with a simple command and customize as needed. https://github.com/bknd-io/bknd

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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