| --- |
| tags: |
| - quantized |
| - safetensors |
| - diffusers |
| - mecha |
| - weight-only |
| - image |
| - text-to-image |
| library_name: diffusers |
| --- |
| |
| # MOSS-Image-Base |
|
|
| Quantised media packages of [OpenMOSS-Team/MOSS-Image-Base](https://huggingface.co/OpenMOSS-Team/MOSS-Image-Base). |
|
|
| ## MECHA Forge |
|
|
| MECHA — Model Engineering & Contextual Hearth Assembly |
|
|
| These media packages have been forged and optimized in the MECHA Forge. |
| Each one holds the Denoiser, Text Encoder, and VAE components packaged together for easier deployment. |
|
|
| ## Description |
|
|
| MOSS-Image-Base: text-to-image model supporting natural-language prompts, tag sequences, and JSON layouts for controlling text placement and object arrangement. Uses a Qwen3.5 text encoder and the FLUX.2 small VAE decoder. |
|
|
| ## Available quantizations |
|
|
| | Quant | Denoiser | Text encoder | VAE | |
| |---|---|---|---| |
| | FP4 | FP4 | FP4 | FP8 | |
| | FP8 | FP8 | FP8 | FP8 | |
| | INT4 | INT4 | INT4 | INT8 | |
| | INT8 | INT8 | INT8 | INT8 | |
|
|
| The VAE is shared between formats: FP4 reuses the FP8 file, INT4 reuses the INT8 file. |
|
|
| ## Recommended settings |
|
|
| From the source model card (adjust to taste): |
|
|
| | Parameter | Value | |
| |---|---| |
| | Steps | 50 | |
| | CFG / Guidance scale | 3.0 | |
| | Resolution | 1024 (total pixels) | |
| | Notes | Flow-matching Euler; shift 5; negative-branch layer skip at 22 | |
|
|
| ## Example prompts |
|
|
| Caught in the moment (candid, slice of life): |
|
|
| ``` |
| masterpiece, best quality, 1woman, solo, candid moment, natural lighting. |
| A garden bench under a blooming cherry tree, petals falling, soft spring |
| light. A 33-year-old woman with an oval face and brown eyes, graceful |
| build, gentle smile. Floral dress and sun hat, holding a book, mid-read, |
| candid and relaxed. |
| ``` |
|
|
| Fashion photography (magazine cover style): |
|
|
| ``` |
| Fashion photography, magazine cover style: a 28-year-old woman with sharp |
| cheekbones, piercing green eyes, and a defined jawline; wearing a crimson |
| silk slip dress with a plunging neckline and a gold chain belt, layered |
| pearl necklace, strappy stilettos; studio rim lighting, bold serif |
| typography, high contrast, cinematic, 8K, sharp focus, Vogue editorial. |
| ``` |
|
|
| Scenery: |
|
|
| ``` |
| Scenery: a windswept coastal cliff at golden hour, crashing waves below, |
| dramatic cumulus clouds, golden light on wet rocks, seagulls in flight, |
| wildflowers in the foreground, photorealistic, wide angle, 8K. |
| ``` |
|
|
