Running 1 job { "type": "concept_slider", "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": 4, "linear_alpha": 4, "conv": 16, "conv_alpha": 16, "lokr_full_rank": true, "lokr_factor": -1, "network_kwargs": { "ignore_if_contains": [] } }, "save": { "dtype": "bf16", "save_every": 25, "max_step_saves_to_keep": 4, "save_format": "diffusers", "push_to_hub": false }, "datasets": [ { "folder_path": "/app/ai-toolkit/datasets/the_cosmic_drift_slider", "control_path": null, "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 ], "controls": [], "shrink_video_to_frames": true, "num_frames": 1, "do_i2v": true, "flip_x": true, "flip_y": false } ], "train": { "batch_size": 4, "bypass_guidance_embedding": false, "steps": 300, "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": true, "cache_text_embeddings": false, "lr": 0.001, "ema_config": { "use_ema": false, "ema_decay": 0.99 }, "skip_first_sample": false, "force_first_sample": false, "disable_sampling": false, "dtype": "bf16", "diff_output_preservation": false, "diff_output_preservation_multiplier": 1, "diff_output_preservation_class": "person", "switch_boundary_every": 1 }, "model": { "name_or_path": "Qwen/Qwen-Image", "quantize": true, "qtype": "uint3|ostris/accuracy_recovery_adapters/qwen_image_torchao_uint3.safetensors", "quantize_te": true, "qtype_te": "qfloat8", "arch": "qwen_image", "low_vram": true, "model_kwargs": {} }, "sample": { "sampler": "flowmatch", "sample_every": 250, "width": 1024, "height": 1024, "samples": [ { "prompt": "A medium, eye-level shot of a small group of friends sitting on the grass in a park, chatting on a sunny afternoon. They are wearing simple t-shirts and jeans.", "network_multiplier": "-2.0", "seed": 42 }, { "prompt": "A medium, eye-level shot of a small group of friends sitting on the grass in a park, chatting on a sunny afternoon. They are wearing simple t-shirts and jeans.", "network_multiplier": "-1.0", "seed": 42 }, { "prompt": "A medium, eye-level shot of a small group of friends sitting on the grass in a park, chatting on a sunny afternoon. They are wearing simple t-shirts and jeans.", "network_multiplier": "-0.5", "seed": 42 }, { "prompt": "A medium, eye-level shot of a small group of friends sitting on the grass in a park, chatting on a sunny afternoon. They are wearing simple t-shirts and jeans.", "network_multiplier": "0.0", "seed": 42 }, { "prompt": "A medium, eye-level shot of a small group of friends sitting on the grass in a park, chatting on a sunny afternoon. They are wearing simple t-shirts and jeans.", "network_multiplier": "0.5", "seed": 42 }, { "prompt": "A medium, eye-level shot of a small group of friends sitting on the grass in a park, chatting on a sunny afternoon. They are wearing simple t-shirts and jeans.", "network_multiplier": "1.0", "seed": 42 }, { "prompt": "A medium, eye-level shot of a small group of friends sitting on the grass in a park, chatting on a sunny afternoon. They are wearing simple t-shirts and jeans.", "network_multiplier": "2.0", "seed": 42 } ], "neg": "", "seed": 42, "walk_seed": true, "guidance_scale": 4, "sample_steps": 25, "num_frames": 1, "fps": 1 }, "slider": { "guidance_strength": 3, "anchor_strength": 1, "positive_prompt": "A photo of a vibrant hippie festival scene, with a joyful crowd, psychedelic tie-dye patterns, and live music.", "negative_prompt": "A photo of a mundane modern scene, with organized space, plain solid colors, and a quiet atmosphere.", "target_class": "scene", "anchor_class": "" } } Using SQLite database at /app/ai-toolkit/aitk_db.db Job ID: "cb135dd2-679b-4b46-9643-6a98add9bca2" ############################################# # Running job: The_Cosmic_Drift_Slider ############################################# Running 1 process Loading Qwen Image model Loading transformer Loading checkpoint shards: 0%| | 0/9 [00:00