Image modelOpen weights
Ming-Image-0.1-Design
InclusionAI
- Released
- -
- Data date
- October 3, 2026
- Parameters
Ming-Image-0.1-Design is a 6-billion-parameter model for interfaces, infographics, posters, and other text-rich designs. It produces complete compositions, returns RGBA images with transparent backgrounds, and recommends 2048 x 2048, with 1024 x 1024 for faster runs.
The open MIT weights are published on Hugging Face and ModelScope. The inference setup validates one CUDA GPU with 80 GiB of VRAM.
Specifications and access
| Specification | Value and source |
|---|---|
| Model ID | inclusionAI/Ming-Image-0.1-DesignSource |
| Model class | Text-to-image for text-rich designsSource |
| Parameters | 6 billionSource |
| Output | Compositions and RGBA images with transparencySource |
| Resolution | 2048 x 2048 recommended, 1024 x 1024 for faster runsSource |
| Hardware | One CUDA GPU with 80 GiB VRAM in the validated configurationSource |
| License | MITSource |
Measurements without matching peer values
These measurements have no matching peer values under the same test conditions. Their original values and sources remain available here.
AA Image T2I (Show measurement, test conditions, and source)
- Source value
- 998
- Score
- 998
- Metric
- elo
- Unit
- elo
- Benchmark version
- AA Image T2I v2.0
- Category
- image-quality
- Direction
- Higher is better
- Sample
- 21566
- Confidence interval
- 8
- Lower confidence bound
- 990
- Upper confidence bound
- 1006
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-10-04
- Methodology
- Independent evaluation. Text-to-image pairwise human-preference Arena; exact Ming-Image-0.1-Design row; rank 44 with range 40-52.
- Context
- Independent Arena evidence. An undated vendor UI/UX screenshot showing 1,082 Elo is excluded because it has no dated cohort, sample count, or interval.
Sources and data date
Every statement links to its underlying documentation or leaderboard.
| Type | Evidence and data date |
|---|---|
| Research status | Research date October 4, 2026. 2 source URLs checked. This documents the inspected sources, not an exhaustive inventory of every publication. |
| Additional source | Ming-Image repository (retrieved October 3, 2026) · Ming-Image repository · Editorial description reviewed October 3, 2026 |
| Additional source | Ming-Image Design model card (retrieved October 3, 2026) · Ming-Image Design model card · Editorial description reviewed October 3, 2026 |
| Additional source | Artificial Analysis (retrieved October 4, 2026) |