#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
COIN: $MOVE/USDT (5-10x)
Direction: SHORT 📉
#MOVE/USDT Take-Profit Target 3🎯
Profit : 25.71% with 10x Leverage
(PREMIUM SIGNAL)
Long or short doesn’t matter. What matters is we win.
t.me/BULLSTAR_ADMIN
We are excited to announce that @HaedalProtocol has officially completed the Sui smart contract audit conducted by @MoveBit_ , an expert and leading security firm on the #Move ecosystem.
https://twitter.com/HaedalProtocol/status/1696100358735733089?s=20
@everyone
#move#usdc
🎉 В Movement объявили о запуске собственного стейблкоина USDCx – анонс
USDCx обеспечен USDC в соотношении 1:1.
Ранее: L1-блокчейн от Movement
Crypto Headlines
📊 گزارش داده:
🚨 برترین #آزادسازی توکن ها در روز های آتی:
📌 بیشترین آزاد سازی ها:
🥇#SUI (۲۶۹ میلیون دلار)
🥈#OP (۵۸ میلیون دلار)
🥉#MOVE (۴۹ میلیون دلار)
🔽 آزاد سازیِ توکن در حجم هایِ بالا میتواند باعثِ کاهشِ قیمت و یا در بلند مدت مانع از رشدِ قیمت شود.
@ScorpionX_Co☑️