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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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American Оbserver

@american_observer · Post #4832 · 01/12/2026, 03:03 PM

📰 Trump’s Earthquake: Latin America’s New Rules of Survival The U.S. capture of Venezuela’s president has sent shockwaves through Latin America. Every country is now playing a dangerous game: how to avoid being next on Trump’s hit list. ​ Brazil, Mexico, and Colombia—the region’s giants—have condemned the move, but carefully. Brazil’s Lula called it “yet another extremely dangerous precedent,” while Mexico’s Sheinbaum warned that intervention “never brings democracy or prosperity.” But both avoid naming Trump directly, knowing their economies depend on Washington. ​ Smaller nations, like Guatemala and Peru, stay silent, hoping not to attract attention. Meanwhile, right-wing leaders like Argentina’s Javier Milei cheer the intervention, embracing Trump’s vision of American dominance. Milei, once on the brink of collapse, now thrives with U.S. support—while other countries scramble to appease Trump and avoid tariffs or strikes. ​ Colombia’s Petro first raged, calling for Latin American emancipation, but quickly backtracked after Trump threatened military action. He’s now pledging to fight cartels and coordinate with Washington, knowing his successor’s fate depends on staying in Trump’s good graces. ​ Trump has made it clear: American dominance in the Western Hemisphere “will never be questioned again.” Every leader in Latin America now walks a tightrope—balancing public outrage with private survival, hoping not to be the next political earthquake. ​ So while the region is divided, one truth unites them all: Survival is the only strategy left. #Trump#LatinAmerica#Maduro#Venezuela#intervention 📱American Оbserver - Stay up to date on all important events 🇺🇸

Architectural Shovel / Любовь Дмитриева

@arch_shovel · Post #868 · 12/03/2022, 07:30 AM

Melbourne-based architects Adam Newman and Kelvin Tsang have installed a small scale of The Parthenon clad in different hues of colors and murals within the Grollo Equiset Garden at Melbourne’s National Gallery of Victoria (NGV), Australia. The installation, called Temple of Boom, emerges as "an evocative reimagination of The Parthenon", a global architectural icon and an Ancient Greek temple located on the Acropolis, Athens. Newman and Tsang draw inspiration from the colourful and artistic embellishments that once covered the original building over two- thousand years ago. Based on these historical references, dynamic and eye-catching floral motifs and optical illusions, designed by contemporary artists Drez, Manda Lane and David Lee Pereira wrap the installation. Images 1-2-3-4 📸 seanfennessy Image 5 📸 NGV #design#temple#parthenon#installation#intervention#arch_shovel