| { | |
| "base_model": "black-forest-labs/FLUX.1-dev", | |
| "dataset": "dolphinium/wikiart-impressionism-curated", | |
| "training_config": { | |
| "job": "extension", | |
| "config": { | |
| "name": "flux_1_dev_wikiart_impressionism_v2", | |
| "process": [ | |
| { | |
| "type": "sd_trainer", | |
| "training_folder": "/content/output", | |
| "device": "cuda:0", | |
| "network": { | |
| "type": "lora", | |
| "linear": 16, | |
| "linear_alpha": 16 | |
| }, | |
| "save": { | |
| "dtype": "float16", | |
| "save_every": 250, | |
| "max_step_saves_to_keep": 10 | |
| }, | |
| "datasets": [ | |
| { | |
| "folder_path": "/content/dataset", | |
| "caption_ext": "txt", | |
| "caption_dropout_rate": 0.05, | |
| "shuffle_tokens": true, | |
| "cache_latents_to_disk": true, | |
| "resolution": [ | |
| 512, | |
| 768, | |
| 1024 | |
| ] | |
| } | |
| ], | |
| "train": { | |
| "batch_size": 1, | |
| "steps": 1000, | |
| "gradient_accumulation_steps": 1, | |
| "train_unet": true, | |
| "train_text_encoder": false, | |
| "content_or_style": "balanced", | |
| "gradient_checkpointing": true, | |
| "noise_scheduler": "flowmatch", | |
| "optimizer": "adamw8bit", | |
| "lr": 0.0001, | |
| "ema_config": { | |
| "use_ema": false, | |
| "ema_decay": 0.99 | |
| }, | |
| "dtype": "bf16" | |
| }, | |
| "model": { | |
| "name_or_path": "black-forest-labs/FLUX.1-dev", | |
| "is_flux": true, | |
| "quantize": true | |
| }, | |
| "sample": { | |
| "sampler": "flowmatch", | |
| "sample_every": 100, | |
| "width": 1024, | |
| "height": 1024, | |
| "prompts": [ | |
| "An impressionist painting portrays a vast landscape with gently rolling hills under a radiant sky. Clusters of autumn trees dot the scene, rendered with loose, expressive brushstrokes and a palette of warm oranges, deep greens, and soft blues, creating a sense of tranquil, natural beauty.", | |
| "An impressionist portrait captures the delicate expression of a woman bathed in soft, natural light. The artist employs bold, yet subtle brushstrokes to emphasize the subject\u2019s serene features and gentle contours, all set against a background of softly blended pastel tones that evoke introspection and grace.", | |
| "An impressionist painting depicts a lively urban scene where a row of quaint cafe terraces lines a bustling street. The dynamic brushstrokes and vibrant splashes of color capture the interplay of sunlight and shadows on the cityscape, hinting at the rhythm of urban life and the charm of everyday moments.", | |
| "An impressionist still life showcases a harmonious arrangement of fresh flowers and classic tableware. The interplay of light and shadow is rendered through loose, fluid brushstrokes and a carefully chosen palette, highlighting delicate textures and vibrant hues that evoke the transient beauty of everyday objects." | |
| ], | |
| "neg": "", | |
| "seed": 1337, | |
| "walk_seed": true, | |
| "guidance_scale": 4, | |
| "sample_steps": 20 | |
| } | |
| } | |
| ] | |
| }, | |
| "meta": { | |
| "name": "[name]", | |
| "version": "1.0" | |
| } | |
| } | |
| } |