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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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以太坊区块链新闻| ETH 以太币圈热瓜

@ethereumglobalnews · Post #1290 · 11/05/2025, 02:58 AM

🤣#Balancer被 #Hack 逾 $1 億美元,疑為經驗豐富的駭客所為 #Ethereum#DeFi 鏈上分析顯示,攻擊者透過 100 ETH + Tornado Cash 為帳戶注資,未出現明顯的 OPSEC 漏洞。由於近期無類似規模的 Tornado 存入,推測該駭客可能動用了 過往攻擊所得資金。 💡#Insight 此事件凸顯 ETH 生態中 Tornado Cash 的持續風險,也顯示 DeFi 攻擊正進入「專業化長期策劃」階段。 ——— 👍@Web3NewsInsight 🥲 🥲Follow for more Web3 News 🤣

SpotOnChain | Announcement

@spotonchain · Post #1324 · 11/03/2025, 10:14 AM

🚨 BREAKING: $117M in assets stolen from @Balancer in the last 2 hours after a major hack!!! 🔹 Assets stolen are across multiple chains: #Ethereum, #Base, #Optimism, #Sonic, #Polygon, #Berachain – mainly in Liquid Staking Tokens (LSTs) of $ETH. Top 5 stolen assets: • 7,838 $WETH (~$29.1M) • 6,841 $OSETH (~$26.8M) • 4,459 $WSTETH (~$20.1M) • 2,405 $SFRXETH (~$10M) • 2,038 $RSETH (~$8.67M) 🔹 The hacker is acting quickly: Converting LSTs into $ETH in real-time! 🔹 Big move: Whale account 0x009, dormant for 3 YEARS, just resurfaced after the exploit and withdrew $7.38M worth of assets from #Balancer! ⚠️ ALERT: If you’re still on #Balancer, secure your funds NOW before it’s too late! 🔐 Follow @spotonchain for more updates about the hack! https://x.com/spotonchain/status/1985289043383300351