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Running 1 job |
{ |
"type": "diffusion_trainer", |
"training_folder": "/__modal/volumes/vo-q89PRssQ6KiLPkJbdotYfs/ai-toolkit/output", |
"sqlite_db_path": "/__modal/volumes/vo-q89PRssQ6KiLPkJbdotYfs/ai-toolkit/aitk_db.db", |
"device": "cuda", |
"trigger_word": null, |
"performance_log_every": 10, |
"network": { |
"type": "lora", |
"linear": 128, |
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"conv": 64, |
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"lokr_full_rank": true, |
"lokr_factor": -1, |
"network_kwargs": { |
"ignore_if_contains": [] |
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}, |
"save": { |
"dtype": "bf16", |
"save_every": 100, |
"max_step_saves_to_keep": 4, |
"save_format": "diffusers", |
"push_to_hub": false |
}, |
"datasets": [ |
{ |
"folder_path": "/__modal/volumes/vo-q89PRssQ6KiLPkJbdotYfs/ai-toolkit/datasets/nsfw_aio", |
"mask_path": null, |
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"default_caption": "", |
"caption_ext": "txt", |
"caption_dropout_rate": 0, |
"cache_latents_to_disk": false, |
"is_reg": false, |
"network_weight": 1, |
"resolution": [ |
512, |
768, |
1024, |
256, |
1280, |
1536 |
], |
"controls": [], |
"shrink_video_to_frames": true, |
"num_frames": 1, |
"flip_x": false, |
"flip_y": false, |
"num_repeats": 20, |
"control_path_1": null, |
"control_path_2": null, |
"control_path_3": null |
} |
], |
"train": { |
"batch_size": 1, |
"bypass_guidance_embedding": false, |
"steps": 14460, |
"gradient_accumulation": 1, |
"train_unet": true, |
"train_text_encoder": false, |
"gradient_checkpointing": true, |
"noise_scheduler": "flowmatch", |
"optimizer": "adamw8bit", |
"timestep_type": "shift", |
"content_or_style": "balanced", |
"optimizer_params": { |
"weight_decay": 0.0002 |
}, |
"unload_text_encoder": false, |
"cache_text_embeddings": false, |
"lr": 8e-05, |
"ema_config": { |
"use_ema": false, |
"ema_decay": 0.99 |
}, |
"skip_first_sample": true, |
"force_first_sample": false, |
"disable_sampling": true, |
"dtype": "bf16", |
"diff_output_preservation": false, |
"diff_output_preservation_multiplier": 1, |
"diff_output_preservation_class": "person", |
"switch_boundary_every": 1, |
"loss_type": "mse" |
}, |
"logging": { |
"log_every": 1, |
"use_ui_logger": true |
}, |
"model": { |
"name_or_path": "black-forest-labs/FLUX.2-klein-base-9B", |
"quantize": false, |
"qtype": "qfloat8", |
"quantize_te": false, |
"qtype_te": "qfloat8", |
"arch": "flux2_klein_9b", |
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