{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"hf-model-bytedance--sdxl-lightning","slug":"bytedance--sdxl-lightning","name":"SDXL-Lightning","type":"model","url":"https://huggingface.co/ByteDance/SDXL-Lightning","page_url":"https://unfragile.ai/bytedance--sdxl-lightning","categories":["image-generation"],"tags":["diffusers","text-to-image","stable-diffusion","arxiv:2402.13929","license:openrail++","region:us"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"hf-model-bytedance--sdxl-lightning__cap_0","uri":"capability://image.visual.text.to.image.generation","name":"text-to-image generation","description":"SDXL-Lightning utilizes a diffusion-based architecture that iteratively refines random noise into coherent images based on textual prompts. It leverages advanced conditioning techniques to ensure that the generated images closely align with the provided text, employing a latent space representation to enhance the quality and diversity of outputs. This model is optimized for speed and efficiency, allowing for rapid image generation while maintaining high fidelity to the input description.","intents":["How can I generate images from textual descriptions quickly?","What model can I use to create unique visuals for my project based on prompts?","Can I automate the creation of artwork from written content?"],"best_for":["artists and designers looking to generate concept art from descriptions","developers integrating image generation into applications","content creators needing visuals for social media"],"limitations":["May produce artifacts in complex scenes due to diffusion process limitations","Performance may vary based on hardware capabilities, particularly GPU memory"],"requires":["Python 3.8+","Transformers library version 4.0+","CUDA-enabled GPU for optimal performance"],"input_types":["text"],"output_types":["image"],"categories":["image-visual","ai-art-generation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"low","permissions":["Python 3.8+","Transformers library version 4.0+","CUDA-enabled GPU for optimal performance"],"failure_modes":["May produce artifacts in complex scenes due to diffusion process limitations","Performance may vary based on hardware capabilities, particularly GPU memory","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.6641012631616132,"quality":0.12,"ecosystem":0.48000000000000004,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.35,"quality":0.2,"ecosystem":0.1,"match_graph":0.3,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:22.764Z","last_scraped_at":"2026-05-03T14:22:49.651Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":212809,"model_likes":2145}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=bytedance--sdxl-lightning","compare_url":"https://unfragile.ai/compare?artifact=bytedance--sdxl-lightning"}},"signature":"aWFkXTsVSRK5Ghc274ZmhET3MjjJdZfWoMvvIL5oCXDjgyC3kI5hFd6nFaSvJPar/PAX0dlmMVjyndzbRza1Dg==","signedAt":"2026-06-21T01:34:09.511Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/bytedance--sdxl-lightning","artifact":"https://unfragile.ai/bytedance--sdxl-lightning","verify":"https://unfragile.ai/api/v1/verify?slug=bytedance--sdxl-lightning","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}