#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
🌍 In 1815, Indonesia’s Mount Tambora erupted so violently that it triggered “the year without a summer.” Global temperatures dropped, causing crop failures and food shortages across continents. ✨
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🌍 In 2015, Chile’s Calbuco volcano erupted after 43 years of silence, blasting ash over 15 kilometers high. Its sudden activity disrupted air travel and blanketed towns in thick volcanic dust. ✨
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🌍 In 2023, Cyclone Freddy became the longest-lasting tropical cyclone ever recorded, traveling over 12,000 kilometers and affecting countries from Madagascar to Mozambique with powerful winds and rain. ✨
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🌍 In 2023, Cyclone Mocha became one of the strongest storms ever recorded in the North Indian Ocean, with winds over 250 km/h, causing severe flooding and reshaping coastal landscapes. ✨
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🌍 In 2023, Cyclone Biparjoy spun over the Arabian Sea for nearly two weeks—a rare “very severe cyclonic storm” to last so long in this region, with winds impacting coasts over 1,000 kilometers apart. ✨
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🌍 The 1811–1812 New Madrid earthquakes in the central United States were so powerful they briefly made the Mississippi River flow backward, reshaping the landscape far from any plate boundary. ✨
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On 26 April 1986, the Chernobyl disaster occurred at the Chernobyl Nuclear Power Plant in the Soviet Union (now Ukraine). During a safety test on Reactor 4, operators lost control of the reactor. This caused a powerful explosion and fire that destroyed the reactor and released large amounts of radioactive material into the atmosphere. It is considered the worst nuclear accident in history. The nearby city of Pripyat was evacuated after the explosion. The area is mostly uninhabited, but a small number of people still live or work there.
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