Stable Diffusion vs Flux vs OmniGen vs SANA скачать в хорошем качестве

Stable Diffusion vs Flux vs OmniGen vs SANA

A comparison between different free Text-to-Image models running on a local machine, covering Stable Diffusion (1.5, SDXL, 3.5), Flux.1 (Schnell, Dev), Omnigen and the new, super-fast SANA-model published by NVIDIA, rating their image-quality, prompt-adherence, speed and VRAM-requirements. I've tried to make the comparisons as fair and unbiased as possible, using the Google-Parti-Prompts method. So I created 1,391 images (107 per model) in 11 challenges and 12 categories and rated their quality. Still, it's a personal view but I will leave a link where you can download the rating sheets with all the images, so you can make your own decisions. Chapters: ======== 00:00 Intro, Models 01:54 Prompts & Benchmarks (Google Parti Prompts) 02:24 Hardware, Rating-process, Rating methods 04:19 Stable Diffusion 1.5 - Juggernaut 1.5 05:20 SDXL - Juggernaut XL 06:00 SDXL-LCM - SDXL_Vanilla 06:42 SDXL-Lightning - Juggernaut XL Lightning 07:29 SDXL-Hyper - Boltning Realistic Hyper 08:06 SDXL-Turbo - TurbovisionXL 08:38 Flux.1 Schnell 10:12 Flux.1 Dev 11:19 Stable Diffusion 3.5 Medium 12:19 Stable Diffusion 3.5 Large 13:24 Stable Diffusion 3.5 Large Turbo 14:15 OmniGen 15:24 SANA 16:32 Recommendations 17:26 Download links (Models, Gumroad) 17:45 Outro ==================================================== You can download my whole evaluation paper from Gumroad for free (donations welcome): https://goblenderrender.gumroad.com/l... ====================================== And here are the download links for the models: ====================================== SD 1.5 - Juggernaut: https://civitai.com/models/46422?mode... SDXL - Juggernaut XL: https://civitai.com/models/133005?mod... SDXL-LCM - SDXL_Vanilla: https://civitai.com/models/227623/sdx... SDXL-Lightning - Juggernaut XL: https://civitai.com/models/133005?mod... SDXL-Hyper - Boltning Realistic: https://civitai.com/models/413466/bol... SDXL-Turbo - TurboVisionXL: https://civitai.com/models/215418/tur... output-at-high-resolutions Flux.1 Schnell: https://huggingface.co/Kijai/flux-fp8... Flux.1 Dev: https://huggingface.co/Kijai/flux-fp8... SD 3.5 Medium: https://huggingface.co/stabilityai/st... SD 3.5 Large: https://huggingface.co/stabilityai/st... SD 3.5 Large Turbo: https://huggingface.co/stabilityai/st... OmniGen: https://github.com/VectorSpaceLab/Omn... SANA: https://nvlabs.github.io/Sana/ Other useful links: =============== OmniGen paper: https://vectorspacelab.github.io/Omni... OmniGen online-demo: https://huggingface.co/spaces/Shitao/... SANA paper: https://nvlabs.github.io/Sana/ SANA online-demo: https://nv-sana.mit.edu Running SANA locally on Windows:    • Running SANA Text-to-Image locally on Windows   Google Parti Paper: https://sites.research.google/parti/ PartiPrompts Github Repository: https://github.com/google-research/parti