dashai-flux-model-package 0.0.5

DashAI flux Model for DashAI

Flux Model Plugin for dashAI

This plugin integrates Black Forest Labs' FLUX.1 text-to-image models into the dashAI platform using the Hugging Face diffusers backend. It enables high-quality image generation from text prompts and supports private access using a Hugging Face API token.

Included Models

1. FLUX.1 dev

Guidance-distilled model for high-quality generation, based on black-forest-labs/FLUX.1-dev.

2. FLUX.1 schnell

Timestep-distilled model optimized for fast, few-step generation, based on black-forest-labs/FLUX.1-schnell.

Both models are rectified-flow transformers, designed for high-quality image generation and compatible with CPU or GPU inference through diffusers.

About Flux

FLUX.1 is a family of state-of-the-art text-to-image models from Black Forest Labs, built on a rectified-flow transformer architecture.

Key features of FLUX.1 models:

• Rectified-flow transformer: strong prompt adherence and image quality
• Two variants: dev for quality, schnell for speed
• Text-conditioned: images are guided by natural language prompts
• Negative prompting: steer the model away from unwanted elements
• Open weights with access control via Hugging Face

FLUX.1 is designed for deployment on desktops and cloud infrastructure, making advanced image generation more accessible.

Features

• Image generation from text prompts
• Both dev and schnell variants selectable at runtime
• Reproducible generation via fixed random seeds
• Automatic login to Hugging Face to access gated models
• Configurable generation parameters:
  • negative_prompt: elements to avoid in the image
  • num_inference_steps: number of denoising steps
  • guidance_scale: how strongly the model follows the prompt
  • width / height: output image dimensions
  • num_images_per_prompt: number of images per prompt
  • device: detected GPU (e.g. "GPU 0: NVIDIA RTX 3090 - Compute Capability 8.6") or "CPU"

Model Parameters

Parameter	Description	Default
model_name	FLUX.1 model ID from Hugging Face	"black-forest-labs/FLUX.1-dev"
huggingface_key	Hugging Face API token to access restricted models	Required
negative_prompt	Text prompt for elements to avoid in the image	"" (optional)
num_inference_steps	Number of denoising steps (higher = better quality, slower)	15
guidance_scale	How strongly the model follows the prompt	3.5
seed	Random seed for reproducibility (negative = random)	-1
width	Width of the generated image (multiple of 8)	512
height	Height of the generated image (multiple of 8)	512
num_images_per_prompt	Number of images to generate per prompt	1
device	Inference device — a detected GPU by name (e.g. "GPU 0: NVIDIA RTX 3090 - Compute Capability 8.6") or "CPU"	First detected GPU if available, else "CPU"

Requirements

• diffusers
• torch
• Valid Hugging Face Access Token
• Model files from Hugging Face:
  • black-forest-labs/FLUX.1-dev
  • black-forest-labs/FLUX.1-schnell

Access Notice: You must accept the model terms on Hugging Face and use a valid Hugging Face token. This repository is publicly accessible, but gated. You need to agree to share your contact information to access the model files.

Notes

This plugin uses the Hugging Face diffusers pipeline for text-to-image generation.

The models are pretrained for inference and are not designed for fine-tuning through this plugin. Image dimensions must be multiples of 8.