| job: extension | |
| config: | |
| name: specific_layers 7 layers with batch size 1 and steps 500 | |
| process: | |
| - type: sd_trainer | |
| training_folder: /workspace/output | |
| device: cuda | |
| network: | |
| type: lora | |
| linear: 64 | |
| linear_alpha: 16 | |
| network_kwargs: | |
| only_if_contains: | |
| - transformer.single_transformer_blocks.7.proj_out | |
| save: | |
| dtype: float16 | |
| save_every: 100 | |
| max_step_saves_to_keep: 4 | |
| datasets: | |
| - folder_path: /workspace/prod1 | |
| caption_ext: txt | |
| caption_dropout_rate: 0.0 | |
| shuffle_tokens: false | |
| cache_latents_to_disk: false | |
| resolution: | |
| - 512 | |
| - 768 | |
| - 1024 | |
| train: | |
| batch_size: 1 | |
| steps: 500 | |
| gradient_accumulation_steps: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| content_or_style: balanced | |
| gradient_checkpointing: true | |
| noise_scheduler: flowmatch | |
| optimizer: adamw8bit | |
| lr: 5.0e-05 | |
| 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: false | |
| sample: | |
| sampler: flowmatch | |
| sample_every: 250 | |
| width: 1024 | |
| height: 1024 | |
| prompts: | |
| - A candid full body shot of a young woman wearing CCVG jeans, a pink crop top, | |
| black pumps, and various accessories, standing on an urban street corner. | |
| She's posing confidently with one hand on her hip, surrounded by beige concrete | |
| buildings, traffic signs, and glimpses of a red car and trees. The scene is | |
| bathed in soft, diffused lighting, creating a street-style aesthetic. The | |
| woman is wearing CCVG jeans, a full-length denim pant in a dark blue wash | |
| with a high-waisted design. The jeans feature a wide, flared leg silhouette | |
| from the knee down and a prominent graphic design on the outer side of the | |
| left leg displaying "BABY GIRL" in bold, graffiti-style lettering in shades | |
| of pink and purple with black outlines. The jeans have traditional five-pocket | |
| styling with visible contrasting stitching. She pairs this with a shade of | |
| pink and purple crop top featuring a V neckline, noodle straps, and a hint | |
| of lace at the neckline. On her feet, she wears pointed-toe black pumps. Accessories | |
| include a denim baseball cap, a fandango-colored Baguette Bag, a layered star | |
| necklace in silver, star earrings in silver, a chunky silver bracelet, and | |
| a silver waist chain adorning the jeans. Showcasing a Y2K aesthetic , the | |
| woman stands straight, with her head tilted slightly, facing the camera with | |
| a neutral expression and slightly parted lips, gazing directly at the viewer. | |
| The soft, diffused lighting creates a gentle ambiance, highlighting the contrast | |
| between the subject's confident pose and the gritty urban backdrop, emphasizing | |
| a street-style vibe that exudes urban confidence. | |
| neg: '' | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 4 | |
| sample_steps: 20 | |
| meta: | |
| name: specific_layers 7 layers with batch size 1 and steps 500 | |
| version: '1.0' | |