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| job: extension | |
| config: | |
| name: "flux_lora_rami_v1" | |
| process: | |
| - type: 'sd_trainer' | |
| training_folder: "output_flux_lora_rami" | |
| trigger_word: "rami murad" | |
| device: cuda:0 | |
| network: | |
| type: "lora" | |
| linear: 16 | |
| linear_alpha: 16 | |
| save: | |
| dtype: float16 | |
| save_every: 250 | |
| max_step_saves_to_keep: 4 | |
| push_to_hub: false | |
| datasets: | |
| - folder_path: "ai-toolkit/images" | |
| caption_ext: "txt" | |
| caption_dropout_rate: 0.05 | |
| shuffle_tokens: false | |
| cache_latents_to_disk: true | |
| resolution: [1024] | |
| train: | |
| batch_size: 1 | |
| bypass_guidance_embedding: true | |
| steps: 3000 | |
| gradient_accumulation: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| gradient_checkpointing: true | |
| noise_scheduler: "flowmatch" | |
| optimizer: "adamw8bit" | |
| lr: 1e-4 | |
| dtype: fp16 | |
| disable_sampling: true | |
| ema_config: | |
| use_ema: true | |
| ema_decay: 0.99 | |
| model: | |
| name_or_path: "black-forest-labs/FLUX.1-dev" | |
| is_flux: true | |
| load_in_8bit: true | |
| quantize: true | |
| quantize_kwargs: | |
| exclude: | |
| - "*time_text_embed*" | |
| sample: | |
| sampler: "flowmatch" | |
| sample_every: 250 | |
| width: 1024 | |
| height: 1024 | |
| prompts: | |
| - "[trigger] smiling in front of a white background, headshot, studio lighting" | |
| - "[trigger] wearing a suit, standing in a futuristic city, cinematic lighting" | |
| - "[trigger] in a medieval outfit, standing in front of a castle" | |
| - "[trigger] sitting at a wooden desk, writing in a notebook" | |
| - "[trigger] relaxing at the beach during sunset, soft light" | |
| - "[trigger] on stage giving a TED talk, spotlight" | |
| - "[trigger] in a forest with sunbeams shining through the trees" | |
| neg: "" | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 4 | |
| sample_steps: 25 | |
| meta: | |
| name: "[name]" | |
| version: '1.0' | |