MOSS
Collection
1 item β’ Updated
How to use Rin247/MOSS-Image-SFT with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Rin247/MOSS-Image-SFT", dtype=torch.bfloat16, device_map="cuda")
prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]Quantised media packages of OpenMOSS-Team/MOSS-Image-SFT.
MECHA β 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.
MOSS-Image-SFT: image generation model with multi-language prompts, layout control, and text rendering. Base model, undistilled.
| 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.
From the source model card (adjust to taste):
| Parameter | Value |
|---|---|
| Steps | 50 |
| CFG / Guidance scale | 3.0 (range 3.0-6.0) |
| Resolution | 1M-2M total pixels |
| Notes | Shift 5.0, Euler sampler, negative prompt empty |
Caught in the moment (candid, slice of life):
masterpiece, best quality, highres, absurdres, very aesthetic, safe, 1man, solo,
candid moment, natural lighting. A cozy bookshop interior in the afternoon,
wooden shelves, dust motes in sunlight, a reading nook by the window. A 30-year-
old man with tousled dark hair and glasses. He has a lean build and a thoughtful
expression. He wears a knit sweater and chinos, holding an open book, mid-smile,
candid and relaxed.
Fashion photography (magazine cover style):
Fashion photography, magazine cover style: a 25-year-old man with tousled dark
hair, strong brow, and stubble; wearing a tailored charcoal overcoat over a
turtleneck, leather gloves, Chelsea boots; moody backlight, editorial layout,
high contrast, 8K, sharp focus.
Scenery:
Scenery: a misty bamboo forest at dawn, soft green light filtering through tall
stalks, a stone path, dew on leaves, tranquil atmosphere, photorealistic, 8K.