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SaladCloud Blog

Civitai powers 10 Million AI images per day with Salad’s distributed cloud

Civitai powers 10 Million AI images per day on Salad

Civitai: The Home of Open-Source Generative AI “Our mission is rooted in the belief that AI resources should be accessible to all, not monopolized by a few” –  Justin Maier, Founder & CEO of Civitiai. With an average of 26 Million visits per month, 10 Million users & more than 200,000 open-source models & embeddings, […]

Cost-effective Stable Diffusion fine tuning on Salad

Blog_Stable_diffusion_fine_tuning_api_service

Stable Diffusion XL (SDXL) fine tuning as a service I recently wrote a blog about fine tuning Stable Diffusion XL (SDXL) on interruptible GPUs at low cost, starring my dog Timber. The strong results and exceptional cost performance got me wondering: What would it take to turn that into a fully managed Stable Diffusion training […]

Fine tuning Stable Diffusion XL (SDXL) with interruptible GPUs and LoRA for low cost

Fine tuning stable diffusion XL (SDXL) for low cost with Interruptible GPUs and LORA

It’s no secret that training image generation models like Stable Diffusion XL (SDXL) doesn’t come cheaply. The original Stable Diffusion model cost $600,000 USD to train using hundreds of enterprise-grade A100 GPUs for more than 100,000 combined hours. Fast forward to today, and techniques like Parameter-Efficient Fine Tuning (PEFT) and Low-Rank Adaptation (LoRA) allow us […]

Stable Diffusion XL (SDXL) Benchmark – 769 Images Per Dollar on Salad

Stable Diffusion XL (SDXL) Benchmark - Salad

Stable Diffusion XL (SDXL) Benchmark A couple months back, we showed you how to get almost 5000 images per dollar with Stable Diffusion 1.5. Now, with the release of Stable Diffusion XL, we’re fielding a lot of questions regarding the potential of consumer GPUs for serving SDXL inference at scale. The answer from our Stable […]

Exploring AI Bias by Turning Faces into Salads – An Experiment

Exploring AI Bias in Image Generation

What is AI Bias in Image Generation? Type in ‘An engineer smiling at the camera’ as the prompt into a few AI image generators. What do you see? A collection of men in most cases. In a recent experiment, 298 out of the 300 stable diffusion generated images were of perceived men for the prompt […]

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