#fastai

**How a San Francisco Startup Is Redefining AI Image Speed** Krea, the San Francisco‑based AI venture, has unveiled two open‑weight checkpoints—Krea 2 Raw and Krea 2 Turbo—under a custom commercial licence. The Turbo variant can generate a 2K resolution image in just two seconds, positioning it among the fastest enterprise‑grade text‑to‑image models currently available. By releasing the weights publicly, Krea is inviting broader adoption while setting a new benchmark for speed and scalability in commercial AI imaging. ### Key Takeaways - **Lightning‑fast rendering:** Krea 2 Turbo produces 2K images in approximately 2 seconds, a speed rarely matched in the market. - **Open‑weight availability:** Both checkpoints are released under a bespoke commercial licence, enabling enterprises to integrate the models without restrictive barriers. - **Enterprise focus:** The performance gains target high‑throughput workloads such as marketing asset creation, product visualization, and real‑time content generation. - **Competitive edge:** By combining speed with open access, Krea challenges incumbent providers that rely on closed, slower APIs. - **Strategic positioning:** The San Francisco startup leverages its location in a major AI hub to attract talent and partnerships, accelerating further development. [Read Full Article](https://news.ababil360.com/krea-2-turbo-delivers-enterprise-grade-ai-images-in-2-seconds-open-weights-released/) #Krea2Turbo #AIImageGeneration #EnterpriseAI #OpenWeightModels #FastAI #2KRendering #SanFranciscoTech #GenerativeAI #AIInnovation #newsababil360

Using the Fastai tutorial to create an image classifier in paperspace?

Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to tra ...

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livin’ that model life. #fastai #pytorchneuralnetwork (at Point Breeze) https://www.instagram.com/p/CTho8zAj4Gy/?utm_medium=tumblr