Instructions to use OsaurusAI/ideogram-4-mflux-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- mflux
How to use OsaurusAI/ideogram-4-mflux-4bit with mflux:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
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Download README.md from OsaurusAI/ideogram-4-mflux-4bit: direct link, hf CLI and curl.
- Browser
- Download file 1.43 kB
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https://huggingface.co/OsaurusAI/ideogram-4-mflux-4bit/resolve/main/README.md
- Command line
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hf download hf://OsaurusAI/ideogram-4-mflux-4bit/README.md
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curl -L -o README.md https://huggingface.co/OsaurusAI/ideogram-4-mflux-4bit/resolve/main/README.md
1.43 kB
| license: other | |
| license_name: ideogram-4-non-commercial | |
| license_link: https://huggingface.co/ideogram-ai/ideogram-4-fp8/blob/main/LICENSE.md | |
| base_model: ideogram-ai/ideogram-4-fp8 | |
| pipeline_tag: text-to-image | |
| tags: [text-to-image, mflux, ideogram, ideogram-4, quantized, osaurus, non-commercial] | |
|  | |
| > # 🚫 NOT FOR COMMERCIAL USE | |
| > This model is governed by the **Ideogram-4 Non-Commercial Model Agreement** ([LICENSE.md](LICENSE.md)). | |
| # Ideogram-4 · mflux · 4bit | |
| OsaurusAI 4bit [mflux](https://github.com/filipstrand/mflux) build of [ideogram-ai/ideogram-4-fp8](https://huggingface.co/ideogram-ai/ideogram-4-fp8) (14 GB). | |
| Real MLX affine 4-bit (group size 64) across the text encoder, both transformers and the VAE attention projections. | |
| **Use structured JSON captions.** Ideogram 4 was trained on them; plain-text prompts frequently come back as a gray "Image blocked by safety filter" card. | |
| ## Use in Osaurus | |
| Download it from the Image models tab and prompt with a JSON caption. | |
| ## Use with mflux | |
| ```bash | |
| mflux-generate-ideogram4 --model OsaurusAI/ideogram-4-mflux-4bit --prompt-file caption.json --steps 20 | |
| ``` | |
| ## Provenance & License | |
| - Base: [ideogram-ai/ideogram-4-fp8](https://huggingface.co/ideogram-ai/ideogram-4-fp8) © Ideogram, Inc. — Ideogram-4 Non-Commercial (LICENSE.md shipped here) | |
| - Quantization: Osaurus · mflux 0.20 (main 03700b9) · 4bit · eric@osaurus.ai | |