| job: extension | |
| config: | |
| name: flux_microsoft_emoji_lora_v1 | |
| process: | |
| - type: sd_trainer | |
| training_folder: output | |
| performance_log_every: 1000 | |
| device: cuda:0 | |
| trigger_word: emojy | |
| network: | |
| type: lora | |
| linear: 16 | |
| linear_alpha: 16 | |
| save: | |
| dtype: float16 | |
| save_every: 250 | |
| max_step_saves_to_keep: 4 | |
| push_to_hub: true | |
| hf_repo_id: Zedge/Flux-Schnell-Emoji-Weights | |
| hf_private: true | |
| datasets: | |
| - folder_path: ../../datasets/Microsoft-3D-Fluent | |
| caption_ext: txt | |
| caption_dropout_rate: 0.05 | |
| shuffle_tokens: false | |
| cache_latents_to_disk: true | |
| resolution: | |
| - 512 | |
| - 768 | |
| - 1024 | |
| train: | |
| batch_size: 1 | |
| steps: 2000 | |
| gradient_accumulation_steps: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| gradient_checkpointing: false | |
| noise_scheduler: flowmatch | |
| optimizer: adamw8bit | |
| lr: 0.0001 | |
| ema_config: | |
| use_ema: true | |
| ema_decay: 0.99 | |
| dtype: bf16 | |
| model: | |
| name_or_path: black-forest-labs/FLUX.1-schnell | |
| assistant_lora_path: ostris/FLUX.1-schnell-training-adapter | |
| is_flux: true | |
| quantize: true | |
| sample: | |
| sampler: flowmatch | |
| sample_every: 250 | |
| width: 1024 | |
| height: 1024 | |
| prompts: | |
| - '[trigger] woman with red hair' | |
| - '[trigger] a woman holding a coffee cup, in a beanie' | |
| - '[trigger] a horse is a DJ at a night club' | |
| - '[trigger] a man showing off his cool new t shirt at the beach' | |
| - '[trigger] a bear building a log cabin' | |
| - '[trigger] woman playing the guitar, on stage, singing a song' | |
| - '[trigger] hipster man with a beard' | |
| - '[trigger] a man' | |
| - '[trigger] a man holding a sign that says, ''this is a sign''' | |
| - '[trigger] a bulldog with a shotgun, in a leather jacket with a motorcycle' | |
| neg: '' | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 1 | |
| sample_steps: 4 | |
| meta: | |
| name: flux_microsoft_emoji_lora_v1 | |
| version: '1.0' | |