#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
🇯🇵 Elezioni #Giappone – Clamoroso exit poll di TBS: Il Partito Liberal Democratico della premier #Takaichi potrebbe da solo ottenere per la prima volta nella storia la super maggioranza dei 2/3 per cambiare la Costituzione.
Governo: 356
#LDP (conservatori): 321
#Ishin (destra libertaria): 35
Opposizione: 109
#CRA (centro): 50
#DPFP (centrodestra): 29
#Sanseito (estrema destra): 11
#Mirai (democrazia digitale): 8
#JCP (comunisti): 3
Altri: 8
@UltimoraPolitics24