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Source channel @githubtrending · Post #15552 · Mar 10

#java#digital_forensics#forensic#recovery IPED is a free, open-source Java tool from Brazilian Federal Police for processing and analyzing digital evidence from crime scenes or corporate probes. It handles huge cases fast—up to 400GB/hour and 135 million items—with features like data carving, hashing, regex searches for wallets/emails, face/image matching, timelines, GPS maps, OCR, and browser history parsing. Runs on Windows/Linux from USB drives with an easy interface. You benefit by getting powerful, stable forensics without cost, saving time on large investigations. https://github.com/sepinf-inc/IPED

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

#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