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Iris-3B

Iris-3B is a 3-billion-parameter pixel-space model that generates images from text prompts at 1024 pixels. Fine-tuned weights in the repository also support monocular depth estimation and image restoration and upscaling.

What it does

Use it to generate 1024-pixel images from text, estimate relative depth from photos, or restore and upscale images.

Availability
Weights, code, and interactive demo are provided in the repo and linked Hugging Face Spaces.
Pricing model
Not established
Deployment
Run locally; requires an NVIDIA GPU with CUDA.
Privacy
Not established
Licence
Apache 2.0
Capability
image generationanalysis
Modality
textimage
Access
webCLIopen weights
Deployment
on-premises
Pricing
unknown
Target user
developerresearchercreator

Evidence

6 claims
  • Iris-3B generates images directly in pixel space without a VAE or latent space. [1]
    <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>
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The default generated image output is 1024×1024. [1]
    Default output is 1024×1024.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • Fine-tuned versions estimate monocular depth and restore and upscale images. [1]
    The same backbone, fine-tuned per task: Iris-3B estimates monocular depth and restores and upscales images.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The repository provides downloadable model weights and code, and links to an interactive demo. [1]
  • Local generation requires an NVIDIA GPU with CUDA. [1]
    You need an NVIDIA GPU with CUDA.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • Depth outputs are affine-invariant rather than metric. [1]

Sources

1
1
Hugging FaceOwner-controlled
https://huggingface.co/speridlabs/iris-3b Retrieved 2026-10-29 00:34 UTC
Verified

Versions

3
VersionEffectiveChangeChanged fieldsState
32026-10-12 20:03 UTCmaterial changedeployment, pricing, availability, deploymentCurrent
22026-10-11 20:58 UTCmaterial changedeployment, pricing, availability, deploymentCurrent
12026-10-10 21:52 UTCpublicationNoneCurrent

In briefs

1

Open in the catalog

Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.