#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
Logitech MX Master 3S — zamonaviy texnologiya va ergonomikaning uyg‘unlashgan cho‘qqisi bo‘lib, RTINGS sinovlarida universal eng yaxshi sichqoncha sifatida e’tirof etilgan.
Uning o‘ziga xos ergonomik dizayni, gorizontal va vertikal g‘ildiraklari hamda gesture-tugmalari bir necha funksiyalarni bir harakat bilan boshqarish imkonini beradi.
4K ekranlar uchun yuqori aniqlikdagi sensor moslashuvi bilan jihozlangani esa bu sichqonni professionallar uchun ayni muddao qiladi.
Bu reklama emas, shunchaki sichqonchani yaxshisini tavsiya qilyapman, o'yin uchun esa Razer Viper V3 Pro eng zo'ri.
Siz qanaqa markadagi sichqoncha ishlatasiz?
👉Bizning barcha loyihalar | #mouse
🐭Mouse Hunter :19 Jul
💡 Position :10-8-9-11
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🐭Mouse Hunter :16 Jul
💡 Position :3-4-7-11
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🐭Mouse Hunter :14 Jul
💡 Position :15-10-8-1
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🐭Mouse Hunter :13 Jul
💡 Position :10-9-3-13
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🐭Mouse Hunter :03 Jul
💡 Position :4-13-11-15
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🐭Mouse Hunter :02 Jul
💡 Position :4-10-8-6
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🐭Mouse Hunter :30 Jun
💡 Position :6-11-2-7
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🐭Mouse Hunter :28 Jun
💡 Position :5-4-6-3
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🐭Mouse Hunter :24 Jun
💡 Position :2-13-6-3
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🐭Mouse Hunter :23 Jun
💡 Position :5-1-12-11
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