{"apiVersion":"v1","taxonomyVersion":1,"generatedAt":"2026-10-29T15:39:00.799Z","data":{"recordId":"wsa_3rzndugdwpdb","score":1,"confidence":"high","capped":false,"capReason":null,"sources":[{"n":1,"url":"https://huggingface.co/speridlabs/iris-3b","publisher":"Hugging Face","authority":"owner-controlled","verification":"verified","lastRetrievedAt":"2026-10-29T00:34:41.146Z","detectedPublishedAt":"2026-10-05T14:51:15.000Z","rights":"original"}],"claims":[{"id":"03415741-e8cf-474d-bc18-64eaca3a90de","kind":"capability","statement":"Iris-3B generates images directly in pixel space without a VAE or latent space.","citations":[{"source":1,"supportProbability":0.98,"supports":true,"quote":{"text":"<p align=\"center\"><b>Pixel-space generation &amp; general vision learner.</b><br>A 3-billion-parameter model that paints every pixel directly — no VAE, no latent space — and, fine-tuned, estimates depth and restores and upscales images.</p>","rights":"original"}}]},{"id":"39aae78b-617a-4e9c-a8ef-597770983e4e","kind":"capability","statement":"The default generated image output is 1024×1024.","citations":[{"source":1,"supportProbability":0.97,"supports":true,"quote":{"text":"Default output is 1024×1024.","rights":"original"}}]},{"id":"82675234-ade8-403c-ac7c-db7bbfe7e84f","kind":"capability","statement":"Fine-tuned versions estimate monocular depth and restore and upscale images.","citations":[{"source":1,"supportProbability":0.97,"supports":true,"quote":{"text":"The same backbone, fine-tuned per task: Iris-3B estimates monocular depth and restores and upscales images.","rights":"original"}}]},{"id":"41ab4341-60de-41c3-850c-adb4ff9111ae","kind":"availability","statement":"The repository provides downloadable model weights and code, and links to an interactive demo.","citations":[{"source":1,"supportProbability":0.83,"supports":true,"quote":null}]},{"id":"555baec2-f931-4e6c-9e51-f2e2e6dd520e","kind":"deployment","statement":"Local generation requires an NVIDIA GPU with CUDA.","citations":[{"source":1,"supportProbability":0.92,"supports":true,"quote":{"text":"You need an NVIDIA GPU with CUDA.","rights":"original"}}]},{"id":"bce10b8b-517e-4541-96ec-e165ff73b152","kind":"recommendation-relevant","statement":"Depth outputs are affine-invariant rather than metric.","citations":[{"source":1,"supportProbability":0.98,"supports":true,"quote":null}]}]},"nextCursor":null,"license":{"catalog":{"name":"CC BY 4.0","spdx":"CC-BY-4.0","url":"https://creativecommons.org/licenses/by/4.0/","attribution":"wowsuchai","attributionUrl":"https://wowsuchai.withglint.app","covers":["catalog metadata","classifications","generated summaries","feed event metadata"]},"excluded":{"covers":["source quotations","linked source content"],"terms":"Not licensed by wowsuchai. Source quotations and linked source content keep their original rights."}}}