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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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Crypto M - Crypto News

@CryptoM · Post #65090 · 04/11/2026, 12:14 AM

🚀 Crypto Startups Secure $76 Million in Funding in Early Q2 2026 DefiLlama data reveals that crypto startups raised $76 million in the first week of the second quarter of 2026. According to Odaily, the total funding for the year has approached $500 million. Key funding rounds this week include: Pharos secured $44 million in a Series A round with participation from SNZ Holding, Chainlink, and Flow Traders. The company focuses on building a high-performance Layer 1 blockchain compatible with Ethereum applications, emphasizing RWA and decentralized infrastructure networks. Oh raised $7.5 million in a Series A round led by Maven 11, with contributions from L1 Digital, Hashed, Auros Global, and Maelstrom. The project aims to develop a Web3 AI platform offering decentralized AI service tools like OhChat. Kulipa completed a $6.2 million seed round led by Flourish Ventures and 1kx, with participation from White Star Capital and Fabric Ventures. The company provides branded payment cards for crypto wallets, enabling the conversion of digital assets to traditional currency at checkout. #CryptoStartups#Funding#Q22026#Pharos#SeriesA#Blockchain#Layer1#Ethereum#Oh#Web3#AI#DecentralizedAI#Kulipa#SeedRound#PaymentCards#CryptoWallets#DigitalAssets#TraditionalCurrency