Running 1 job { "type": "diffusion_trainer", "training_folder": "/app/ai-toolkit/output", "sqlite_db_path": "/app/ai-toolkit/aitk_db.db", "device": "cuda", "trigger_word": null, "performance_log_every": 10, "network": { "type": "lora", "linear": 32, "linear_alpha": 32, "conv": 16, "conv_alpha": 16, "lokr_full_rank": true, "lokr_factor": -1, "network_kwargs": { "ignore_if_contains": [] } }, "save": { "dtype": "fp32", "save_every": 398, "max_step_saves_to_keep": 100000, "save_format": "diffusers", "push_to_hub": false }, "datasets": [ { "folder_path": "/app/ai-toolkit/datasets/prolookv2", "mask_path": null, "mask_min_value": 0.1, "default_caption": "", "caption_ext": "txt", "caption_dropout_rate": 0.05, "cache_latents_to_disk": false, "is_reg": false, "network_weight": 1, "resolution": [ 512, 768, 1024, 1280, 1536 ], "controls": [], "shrink_video_to_frames": true, "num_frames": 1, "do_i2v": true, "flip_x": false, "flip_y": false } ], "train": { "batch_size": 1, "bypass_guidance_embedding": false, "steps": 25000, "gradient_accumulation": 1, "train_unet": true, "train_text_encoder": false, "gradient_checkpointing": true, "noise_scheduler": "flowmatch", "optimizer": "adamw8bit", "timestep_type": "weighted", "content_or_style": "balanced", "optimizer_params": { "weight_decay": 0.0001 }, "unload_text_encoder": false, "cache_text_embeddings": true, "lr": 0.0001, "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" }, "model": { "name_or_path": "Qwen/Qwen-Image", "quantize": true, "qtype": "qfloat8", "quantize_te": true, "qtype_te": "qfloat8", "arch": "qwen_image", "low_vram": false, "model_kwargs": {}, "layer_offloading": false, "layer_offloading_text_encoder_percent": 1, "layer_offloading_transformer_percent": 1 }, "sample": { "sampler": "flowmatch", "sample_every": 250, "width": 1024, "height": 1024, "samples": [ { "prompt": "woman with red hair, playing chess at the park, bomb going off in the background" }, { "prompt": "a woman holding a coffee cup, in a beanie, sitting at a cafe" }, { "prompt": "a horse is a DJ at a night club, fish eye lens, smoke machine, lazer lights, holding a martini" }, { "prompt": "a man showing off his cool new t shirt at the beach, a shark is jumping out of the water in the background" }, { "prompt": "a bear building a log cabin in the snow covered mountains" }, { "prompt": "woman playing the guitar, on stage, singing a song, laser lights, punk rocker" }, { "prompt": "hipster man with a beard, building a chair, in a wood shop" }, { "prompt": "photo of a man, white background, medium shot, modeling clothing, studio lighting, white backdrop" }, { "prompt": "a man holding a sign that says, 'this is a sign'" }, { "prompt": "a bulldog, in a post apocalyptic world, with a shotgun, in a leather jacket, in a desert, with a motorcycle" } ], "neg": "", "seed": 42, "walk_seed": true, "guidance_scale": 4, "sample_steps": 25, "num_frames": 1, "fps": 1 } } Using SQLite database at /app/ai-toolkit/aitk_db.db Job ID: "b8c5a09f-c35c-42fc-9bcc-9eaec85447b0" ############################################# # Running job: fp32prolookv2 ############################################# Running 1 process Loading Qwen Image model Loading transformer config.json: 0%| | 0.00/371 [00:00