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Source channel @githubtrending · Post #15600 · Apr 4

#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

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Libertà è ragione

@libertaeragione · Post #4415 · 10/05/2025, 10:09 AM

#Elezioni#RepubblicaCeca Risultati definitivi: Affluenza: 68,95% (+3,56 rispetto al 2021) #ANO|PfE: 34,52% #SPOLU (#ODS-#KDU/#ČSL-#TOP09)|ECR|EPP: 23,36% #STAN|EPP: 11,23% #Piráti|G/EFA: 8,97% #SPD|ESN: 7,78% #AUTO|PfE: 6,77% #Stačilo (#KSČM-#SOCDEM-#SDSN-#ČSNS)|NI|S&D|ECPM|Centro euroscettico: 4,31% #Přísaha|PfE: 1,08% #Generace|Centro-destra: 0,45% #ČR1|Estrema-destra russofila: 0,22% #SD|Estrema-destra euroscettica per il modello svizzero: 0,22% #ČSSD|Centro-sinistra ultranazionalista euroscettico: 0,18% #Voluntia|Destra libertaria: 0,13% #KČ|Centro-destra monarchico: 0,13% #VÝZVA|Grande tenda: 0,11% #JaSaN|Populisti euroscettici: 0,09% #Rebelové|Populisti: 0,07% #HOP|Populisti: 0,07% #MZH|G/EFA: 0,07% #Volt|G/EFA: 0,06% #Levice|LEFT: 0,06% #SMSka|Grande tenda: 0,05% #Kruh|Centro-sinistra: 0,04% #BPS|Satirici: 0,01% #PravýBlok|Destra populista: 0,01% #Urza|Destra libertaria anarcocapitalista: 0,01% @OsservatorioEsteri