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MOSS-Image-Base

MOSS-Image-Base is a publicly available 5B-parameter base text-to-image model. It supports layout control, long prompts of up to 4K tokens, and text rendering in generated images.

What it does

Use it to generate images from prompts with fewer sampling steps than the base model’s 50-step configuration.

Availability
Checkpoint: update 12000 (EMA), float32 weights
Pricing model
Not established
Deployment
Load locally with the base MOSS-Image-Base transformer
Privacy
Not established
Licence
Apache License, Version 2.0
Capability
image generation
Modality
textimage
Access
open weights
Deployment
on-premises
Pricing
unknown
Target user
developercreatorresearcher

Evidence

13 claims
  • It supports natural-language prompts, tag sequences, and JSON layouts. [1]
    It supports natural-language prompts, tag sequences, and JSON
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The quick start requires an NVIDIA GPU with CUDA support. [1]
    Use Python 3.10 or later and an NVIDIA GPU with CUDA support.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The model weights and bundled inference code are released under the Apache License, Version 2.0. [1]
    The model weights and bundled inference code are released under the
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • Code and model weights for MOSS-Image-Base are publicly available. [2]
    Code and model weights are publicly available.
    GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • MOSS-Image supports layout control for text and visual elements. [1] [2]
    - 📐 **Layout control:** Control the placement of text and visual elements.
    GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • MOSS-Image accepts text prompts of up to 4K tokens.
  • MOSS-Image generates anime and photorealistic images.
  • The MOSS-Image series is available through the MOSI API Platform.
  • The distillation targets 8 network evaluations from a 50-step configuration. [3]
  • The recommended setup uses the LoRA with the stock MOSS-Image-Base transformer. [3]
  • Recommended sampling uses CFG 1 and 4–8 steps. [3]
  • The checkpoint is update 12000 (EMA) with float32 weights. [3]
    Checkpoint: update 12000 (EMA), float32 weights.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The transformer must be loaded and run in fp32 for the data-space sampler. [3]
    Precision: the distillation delta is smaller than bf16's rounding step, so `transformer/` must be loaded AND run
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.

Sources

3
1
Hugging FaceOwner-controlled
https://huggingface.co/OpenMOSS-Team/MOSS-Image-Base Retrieved 2026-10-28 00:02 UTC
Verified
2
GitHub new repositoriesOwner-controlled
https://github.com/OpenMOSS/MOSS-Image Retrieved 2026-10-28 00:02 UTC
Verified
3
Hugging FaceOwner-controlled
https://huggingface.co/lodestones/MOSS-Image-Base-8-steps-dmd Retrieved 2026-10-28 00:02 UTC
Verified

Versions

21
VersionEffectiveChangeChanged fieldsState
212026-10-28 00:02 UTCmaterial changeavailability, deploymentCurrent
202026-10-28 00:02 UTCmaterial changeavailability, deploymentCurrent
192026-10-26 01:12 UTCmaterial changeavailability, deploymentCurrent
182026-10-26 01:12 UTCmaterial changeaccess, deployment, availability, deploymentCurrent
172026-10-25 01:09 UTCmaterial changeavailability, deploymentCurrent
162026-10-25 01:09 UTCmaterial changeaccess, deployment, availability, deploymentCurrent
152026-10-24 01:40 UTCmaterial changeavailability, deploymentCurrent
142026-10-24 01:40 UTCmaterial changeaccess, deployment, availability, deploymentCurrent
132026-10-23 01:22 UTCmaterial changeavailability, deploymentCurrent
122026-10-23 01:22 UTCmaterial changeaccess, deployment, availability, deploymentCurrent
112026-10-22 00:52 UTCmaterial changeavailability, deploymentCurrent
102026-10-22 00:52 UTCmaterial changeaccess, deployment, availability, deploymentCurrent
92026-10-20 19:00 UTCmaterial changeaccess, availability, deploymentCurrent
82026-10-20 19:00 UTCmaterial changedeployment, availability, deploymentCurrent
72026-10-19 19:56 UTCmaterial changeaccess, availability, deploymentCurrent
62026-10-19 19:56 UTCmaterial changeaccess, availability, deploymentCurrent
52026-10-18 20:54 UTCmaterial changeaccess, pricing, availability, deploymentCurrent
42026-10-18 20:54 UTCmaterial changeaccess, pricing, availability, deploymentCurrent
32026-10-17 21:45 UTCmaterial changeaccess, pricing, availability, deploymentCurrent
22026-10-17 21:45 UTCmaterial changeaccess, deploymentCurrent
12026-10-16 22:44 UTCpublicationNoneCurrent

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.