#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
#Sondaggi#Lituania
Sondaggio di Baltijos tyrimai:
#DVSL|Verdi conservatori: 22% (+3)
#LSDP|S&D: 19% (+1)
#TS/#LKD|EPP: 15% (+2)
#LT|Centro-destra: 11% (+1)
#LRLS|RE: 9,5% (-1,5)
#LVŽS|G/EFA: 7% (-0,5)
#DP|NI: 6% (-2)
#LLRA|ECR: 4% (-1)
#LP|RE: 3% (-1)
#TTS|Destra: 1,5%
#LRP|Centro-sinistra: 1% (-1)
#LCP|Centro ruralista: 1%
#LŽP|Verdi di centro: 1%
Data rilevazione: 13-28 aprile
+/-: 10-24 marzo
Intervistati: 1009
DVSL, il partito dell'ex Primo Ministro Saulius #Skvernelis, raggiunge un nuovo record di percentuale (22%).
@UltimoraPolitics