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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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Venture Village Wall 🦄

@venturevillagewall · Post #3713 · 12/25/2024, 01:00 PM

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Funding Rounds Completed Recent funding updates highlight several companies securing significant investments: - HuLoop Automation, Inc.: Raised *$6M* for its AI-driven no-code automation platform. - Arborea: Completed a round of *$5.22M*, focusing on industrializing photosynthesis. - nQ Zebraworks: Secured *$4.50M*, enhancing law firm billing and workflow. - Shexu Technology: Received *$4.12M*, details in Chinese. - Crop Diagnostix: Raised *$3.50M* for agricultural diagnostics solutions. - Rainier Welding: Achieved *$3.30M* for steel and aluminum fabrication services. - Jiaoyi Digital Technology: Secured *$2.75M*, offering a dashboard system template for web development. - Sirui Additive: Raised *$2.74M*, involved in additive manufacturing. #Funding#AI#Automation#Photosynthesis#LawTech#Welding#Agriculture#DigitalTech#WebDevelopment#Investments#Startups#Technology#Innovation#Sustainability#Manufacturing#Healthcare#Cosmetics#CostSaving#Productivity#Transformations