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
Modality
Access
Deployment
Pricing
Target user
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| Version | Effective | Change | Changed fields | State |
|---|---|---|---|---|
| 21 | 2026-10-28 00:02 UTC | material change | availability, deployment | Current |
| 20 | 2026-10-28 00:02 UTC | material change | availability, deployment | Current |
| 19 | 2026-10-26 01:12 UTC | material change | availability, deployment | Current |
| 18 | 2026-10-26 01:12 UTC | material change | access, deployment, availability, deployment | Current |
| 17 | 2026-10-25 01:09 UTC | material change | availability, deployment | Current |
| 16 | 2026-10-25 01:09 UTC | material change | access, deployment, availability, deployment | Current |
| 15 | 2026-10-24 01:40 UTC | material change | availability, deployment | Current |
| 14 | 2026-10-24 01:40 UTC | material change | access, deployment, availability, deployment | Current |
| 13 | 2026-10-23 01:22 UTC | material change | availability, deployment | Current |
| 12 | 2026-10-23 01:22 UTC | material change | access, deployment, availability, deployment | Current |
| 11 | 2026-10-22 00:52 UTC | material change | availability, deployment | Current |
| 10 | 2026-10-22 00:52 UTC | material change | access, deployment, availability, deployment | Current |
| 9 | 2026-10-20 19:00 UTC | material change | access, availability, deployment | Current |
| 8 | 2026-10-20 19:00 UTC | material change | deployment, availability, deployment | Current |
| 7 | 2026-10-19 19:56 UTC | material change | access, availability, deployment | Current |
| 6 | 2026-10-19 19:56 UTC | material change | access, availability, deployment | Current |
| 5 | 2026-10-18 20:54 UTC | material change | access, pricing, availability, deployment | Current |
| 4 | 2026-10-18 20:54 UTC | material change | access, pricing, availability, deployment | Current |
| 3 | 2026-10-17 21:45 UTC | material change | access, pricing, availability, deployment | Current |
| 2 | 2026-10-17 21:45 UTC | material change | access, deployment | Current |
| 1 | 2026-10-16 22:44 UTC | publication | None | Current |
Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.
