#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#Francia
Sondaggio di OpinionWay:
"Vuoi che la coalizione #Ensemble|RE ottenga la maggioranza nell'Assemblea Nazionale?"
No: 61%
Sì: 36%
Non so: 3%
Data rilevazione: 5-9 maggio
Intervistati: 3077
@UltimoraPolitics
🌞 Bonjour à tous nos chers abonnés ! 🌍🫵🏽
Nous vous souhaitons un excellent mercredi rempli d'énergie et de détermination. ✨💪🏾La lutte continue, restons unis et solidaires !
#Force#Engagement#Ensemble
@egountchibehanzinTV
#Francia
La coalizione #NUPES (#LFI-#PS-#EELV-#PCF-#PG-#Ensemble-#REV-#Picardie-#Gs-#GE-#ND-#PP)|LEFT|S&D|G/EFA ha presentato il logo con cui si presenterà alle prossime elezioni legislative.
@UltimoraPolitics