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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 #1480 · 12/04/2025, 04:28 AM

🪙Spot DEX volumes show clear distribution patterns across major chains. 主要公鏈的 現貨 DEX 交易量分布 出現明顯輪動: #以太坊 仍維持主導地位 $BNB $SOL 與 $Base 等鏈的交易活動則在持續提升,新興生態如 $HYPE、WET、MET、RAY 等亦開始形成早期流動性聚落。 #区块链#DeFi#Chains#Crypto ——— ⚡️ 多鏈 DEX 流量正在同步擴散,資金從單一主鏈向多生態分流,顯示使用者行為已進入「多鏈並行」新常態。 ✅Chat: @Web3NewsInsight 🦂 👇Tip👇讚 或點擊進行💎資源搜索👇