alt.freeweights.image / Ming-Image-0.1-Design

From: inclusionAI <huggingface.co/inclusionAI>Newsgroups: alt.freeweights.imageSubject:

Ming-Image-0.1-Design

Date: 2026-11-15Commit: c57c496Signed: 2DC28CC7B26A283B ✓

Text to image model with 6.2B parameters. Safetensors weights, 52.9 GB in all. Published by inclusionAI under MIT.

6.2B params52.9GBMing-Image-0.1-Designsafetensorspermissive

FactsParams6.2BSize52.9 GBFormatssafetensorsTasktext to imageLicenseMITFrom sourcepermissive

$ fw get inclusionAI/Ming-Image-0.1-Design
# manifest sha256 a37db5d9d76b… · 52.9 GB · 37 files
$ fw verify ./Ming-Image-0.1-Design inclusionAI/Ming-Image-0.1-Design

From sourceHosted (signed)inclusionAI/Ming-Image-0.1-DesignLast check: 2026-11-15 03:37 UTC

Run at home Get help

Get help: custom fine-tune or private deploy. We review your setup before we quote.

Works with

Run16 Fine-tune8 Convert8 Scan2

Runs with

Ranked by fit to this model (safetensors), then by GitHub stars.

Stable Diffusion web UI Fooocus

Diffusers InvokeAI Stability Matrix SD.Next

Transformers

ComfyUI LocalAI tinygrad gpu-unlock Triton Inference Server

Show all 16

BentoML CTranslate2 ExLlamaV2 LitServe

Overview

Size: 52.9 GB
Weights: 52.9 GB (safetensors)
Parameters: 6.2B
Formats: safetensors
Task: text to image
License: MIT (permissive)
Files: 37, each with a sha256
Publisher: inclusionAI
Added: 2026-11-15
Section: alt.freeweights.image

Lineage

Original release from the publisher.

Where these bytes come from

Publisher at the pinned commit→You

Sources are tried in order. A file counts only when its size and sha256 match the manifest. Sources are checked when you ask for them, not on a timer.

Sources

Badge	Host	Last check	Result
From source	huggingface.co	2026-11-15 03:37 UTC	passed

Model card

From the publisher at commit c57c496. Shown as plain text with links; images open at the publisher.

Ming-Image-0.1-Design#

🧩 ModelScope · 🤗 Hugging Face · 📄 Blog · 🖥️ Demo

🎨 Design Skill · 📊 PPT Skill

Ming-Image-0.1-Design is a 6B text-to-image model for UI, infographics, posters, and other text-rich visual designs. It generates complete visual compositions and supports RGBA output with transparent backgrounds.

UI/UX Design leaderboard#

Image: Ming-Image-0.1-Design UI/UX Design leaderboard

Quick Start#

Use the companion Ming-Image repository for installation and inference:

git clone https://github.com/inclusionAI/Ming-Image
cd Ming-Image
pip install -r requirements.txt

python infer.py \
  --model inclusionAI/Ming-Image-0.1-Design \
  --task text-to-image \
  --prompt assets/t2i_four_seasons_cabin_prompt.json \
  --resolution 2048 \
  --output-dir outputs/t2i

Prompt enhancement (PE) can use Ling-3.0-flash-VL or qwen3.8-27B; see text-to-image prompt rewriting.

Transparent-background generation#

For transparent-background generation, prepend exactly one of the recommended RGBA phrases. See the transparent-background generation tip.

Deployment#

We recommend the following inference frameworks to serve the model:

vLLM-Omni: see the recipes and installation guide.

Recommended settings#

Resolution: 2048 x 2048 (recommended), or 1024 x 1024 for faster generation.
Sampling steps: 12.
CFG scale: 1.0.
Precision: BF16.
Hardware: one CUDA GPU with 80 GiB VRAM (validated configuration).

The public inference code maps text-to-image resolution requests to the supported 1024 or 2048 bucket.

Gallery#

Text-to-image#

Image: Ming-Image-0.1-Design generated examples

Transparent-background text-to-image#

Image: Ming-Image-0.1-Design transparent-background examples

The checkerboard is used only to preview transparency; it is not part of the generated RGBA images.

License#

This model is released under the MIT License.

Files

37 files · 52.9 GBWeights 52.9 GB (safetensors). Sizes and sha256 from the signed manifest.

Show all 37 files with their sha256

File	Size	sha256
.gitattributes	1.70 KB	4f5d8467bd4a7080ae76d0e54a4faf7e79c208be3caab579c48dded6780a2e8e
LICENSE	1.07 KB	b772c54f1f150a680e7c083a92431c518cf62821a407f6cccdf53f6a07bcf702
README.md	3.23 KB	dd52761a9c3546d9c285f463a2cc61edc796b7928ee4e29b80db1949ee15d8b0
assets/showcase.webp	1.65 MB	9c08b25583d74295a2d34d519abd45544927b65d935581e40f0fcf1941c1da24
assets/transparency_showcase.webp	201 KB	2b2a18df09e051ca6c95bada87c99edac2ae917ab9da54d7ed32b328707f55c8
assets/uiux_leaderboard.webp	79.2 KB	e7e8a397d95d18c1ea077d74e687907282375edcda91aa4206000465d568cc97
config.json	5.56 KB	f797c39adcd1624e5bfc94f60d2a86095dc40978f8cf230fcd11ada877c597ea
connector/config.json	1.31 KB	d77f626989d10af81a3293735c1a4d1885ca2f8d72d88cfd05481113187bbc51
connector/generation_config.json	242 B	cd5866254bd02b52464b75af06818afa882298a64d30a3819343a4fa4ed16ca9
connector/model-00001-of-00002.safetensors	5.00 GB	272ddcaee19a442481f3aac317596e6572e402a2a440ff55299ec1314d0f259d
connector/model-00002-of-00002.safetensors	1.18 GB	4cbecb5693bc3c8809c6ff1c11565714fd625698a5b6257dcc7b2127579a1a96
connector/model.safetensors.index.json	27.7 KB	f004b386e07101ea27aebc7eda98f92a88e41c45fa8f51fc49edcb12d6fd199f
mllm/config.json	5.56 KB	f797c39adcd1624e5bfc94f60d2a86095dc40978f8cf230fcd11ada877c597ea
mllm/model-00001-of-00007.safetensors	5.00 GB	7cf3d5e41fb13a949e86608409ca1189750aa707c1d15629be96230d676547fb
mllm/model-00002-of-00007.safetensors	5.00 GB	5680a7125f2fe651477965aaa2b6915b86a1c7a29290c352de0aa3b3a024d8af
mllm/model-00003-of-00007.safetensors	5.00 GB	98b2769083e814bdf1fdb70005ac3283319c13a8e0d0e0f9aceb610e3072550c
mllm/model-00004-of-00007.safetensors	5.00 GB	aa782d99765ec843e1ea9760b6f0b274a66a36c761b7de9ee36a1e32485df19d
mllm/model-00005-of-00007.safetensors	5.00 GB	92210b0acbca03b224498f8e1bad0fc17ed1898f38cfc5fead5247cb2bcdc3e3
mllm/model-00006-of-00007.safetensors	5.00 GB	66c4092e8235aabbfc44ff230bce613f7e31a75f0b14fe7a6532e05889d5dd31
mllm/model-00007-of-00007.safetensors	4.01 GB	139c1952cde5680460d02eb1a8ad8d96273f0472afff0460bb39cbbeb43b4692
mllm/model.safetensors.index.json	1.46 MB	ed43fe42536f78c6178a134db1a83f5f424cb3e39f188699b527055c3288a773
mllm/preprocessor_config.json	450 B	e63066dde0329df1642c8dd9a269d613307804084d12e0787ccc887839339091
mllm/special_tokens_map.json	879 B	8c383d444e75b12f2643b4695bece7f3dd1d43725d8a26deeb019aa40a8f891d
mllm/tokenizer.json	12.2 MB	e7ff01708d504f7bf4dbf7f5815adde57bab9a40e7f563ab6ad1acace4464917
mllm/tokenizer_config.json	58.8 KB	861c20bea04c2057362f226658ad9209978ff294b8a95591a0d32f69dbd3fc28
mlp/config.json	330 B	682c34c6c39173b396aa24f444098e495c7b731247d935552dc7d6714154adce
mlp/model.safetensors	125 MB	53e47c1ec942749f07025a41be148f5e8364d8587aa2d954969716abe521b77b
scheduler/scheduler_config.json	173 B	79bd98cddf1a60d365f3072d713ffad832239f57c837bba0e9da3cff40bfafc5
transformer/config.json	589 B	9a64223dd9858f5a1120f4593534173b57741bb8ec4bac53f1636058c820abcd
transformer/diffusion_pytorch_model-00001-of-00005.safetensors	2.99 GB	1488ae867d45a4c184fa0df9fde68d8f7bd9c2dea52b611b77fc6bbd685d9d70
transformer/diffusion_pytorch_model-00002-of-00005.safetensors	2.92 GB	6f9441923d41408c74bd3761a34eb4db2c583fc08d5785a2c7f2260c8e17089e
transformer/diffusion_pytorch_model-00003-of-00005.safetensors	2.97 GB	45cbd9a557c20c7ae5d676049b301f4856046be2f802f3e9e7de477c77a35b8c
transformer/diffusion_pytorch_model-00004-of-00005.safetensors	2.97 GB	73c70763356a57d5d3cd04e91e714cb0b86081a3e922b594659b58f2ab49bc90
transformer/diffusion_pytorch_model-00005-of-00005.safetensors	448 MB	0c178789512c7f5d45a7b0c1c561f868704cd0fa77d4cb32f8d7ea06b2707781
transformer/diffusion_pytorch_model.safetensors.index.json	48.8 KB	21f362456d5f8394b516215521d7de8d44f8353e170043f82d902913eef5a2cc
vae/config.json	411 B	8db67ee46bb5810ed819d698a8acfc95936d157fe68b66c9ed16b2d5ea04413e
vae/diffusion_pytorch_model.safetensors	254 MB	06520463778e64dca1039c7447890065ee220bc408d15412182e5c3e06f304f1

VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.

Upstream commit	Date	Contents
c57c49689d pinned now	2026-11-15 03:37 UTC	37 files · 52.9 GB

Use it

$ fw get inclusionAI/Ming-Image-0.1-Design
# manifest sha256 a37db5d9d76b… · 52.9 GB · 37 files
$ fw verify ./Ming-Image-0.1-Design inclusionAI/Ming-Image-0.1-Design

fw.pyChecks the signature and every sha256, tries each source in order, resumes.

$ python3 fw.py get https://freeweights.allternit.com/manifests/inclusionAI/Ming-Image-0.1-Design.json --dir ./Ming-Image-0.1-Design
$ python3 fw.py verify ./Ming-Image-0.1-Design ./inclusionAI__Ming-Image-0.1-Design.json

hfThe Hugging Face CLI with one setting. Same repo id.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download inclusionAI/Ming-Image-0.1-Design --revision c57c49689d12ef7d4e24a170014f1dc43d3ce258 --local-dir ./Ming-Image-0.1-Design

Packaged for ComfyUI. Most image, video and music models run in ComfyUI . Check the publisher's page for the workflow. Freeweights does not host it.

Run at home

License

Name: MIT License
Id: MIT
Class: Permissive
Redistribution: yes
Listing: Hosted (signed)
Decided: License as declared by the publisher. No person read it. 2026-11-15
Text in: LICENSE
Text sha256: b772c54f1f150a680e7c083a92431c518cf62821a407f6cccdf53f6a07bcf702
Terms gate: No extra terms beyond the license.

Read the license text

Licenses are checked against the license table. A custom license passes only after a person reads it.

Provenance

From: inclusionAI <huggingface.co/inclusionAI>Newsgroups: alt.freeweights.imageSubject: Ming-Image-0.1-DesignDate: 2026-11-15Commit: c57c496Signed: 2DC28CC7B26A283B ✓

Upstream: inclusionAI/Ming-Image-0.1-Design
Pinned commit: c57c49689d12ef7d4e24a170014f1dc43d3ce258
Manifest: Ming-Image-0.1-Design.json · .minisig
Manifest sha256: a37db5d9d76b3775a84547b17b86b9a4e089467f417eccad85fc4c76bc074574
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 03:37 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/inclusionAI/Ming-Image-0.1-Design.json
$ curl -O https://freeweights.allternit.com/manifests/inclusionAI/Ming-Image-0.1-Design.json.minisig
$ minisign -Vm Ming-Image-0.1-Design.json -P RWQ7KGqyx4zCLXtUFOqvfv8L3g+8fpKJ1FsuxPyOYMF+4KufbUxKq1Oq
$ shasum -a 256 <file>   # compare with the Files tab

A manifest whose signature fails must be rejected. A file whose size or sha256 does not match must be discarded. Verify a download

Model tree

1 model in the catalog name this one as their parent.

Fine-tunes: 1

Fine-tunes 1

Comfy-Org/Ming-Image162 GB

Get it

Download

$ HF_ENDPOINT=https://freeweights.allternit.com hf download inclusionAI/Ming-Image-0.1-Design

Open in Freeweights Studio

Pull, verify and run it in the Allternit app on Desktop, web or phone.

Signed manifest

minisign, key 2DC28CC7B26A283B. Ming-Image-0.1-Design.json. Provenance. Takedown history: none.

Source

huggingface.co/inclusionAI/Ming-Image-0.1-Design

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Ming-Image-0.1-Design

Works with

Runs with

Fine-tune with

Convert with

Scan with

Overview

Model card

Ming-Image-0.1-Design#

UI/UX Design leaderboard#

Quick Start#

Transparent-background generation#

Deployment#

Recommended settings#

Gallery#

Text-to-image#

Transparent-background text-to-image#

License#

Files

Use it

License

Provenance

How to verify

Model tree

Related models