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Co-authored-by: avatary <jeremyhola@users.noreply.huggingface.co>

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+ ## Lily Lora - Wan 2.2
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+
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+ Trained with https://wavespeed.ai/models/wavespeed-ai/wan-2.2-image-lora-trainer
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+
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+ https://wavespeed.ai/predictions/494e5db8f1604aaf9ecadf17ab7df72c?model_uuid=&status=all&start_time=&end_time=
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+
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+ ## High Noise Lora
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+
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+ https://d2p7pge43lyniu.cloudfront.net/output/8d22ef3d-2c9c-4e9e-95f3-2b0b49e7e6a5-u2_t2v_A14B_separate_high_noise_lora_5d10fdfb-243f-42dc-8db3-80790fc0b803.safetensors
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+
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+ ## Low Noise Lora
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+
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+ https://d2p7pge43lyniu.cloudfront.net/output/8d22ef3d-2c9c-4e9e-95f3-2b0b49e7e6a5-u2_t2v_A14B_separate_low_noise_lora_e8caeeb2-8471-4a4f-a2a2-22df4ca6c3c7.safetensors
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+ size 170128288
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+ ---
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+ job: "extension"
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+ config:
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+ name: "lily-ztubo-lora-v1"
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+ process:
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+ - type: "diffusion_trainer"
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+ training_folder: "/app/ai-toolkit/output"
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+ sqlite_db_path: "./aitk_db.db"
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+ device: "cuda"
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+ trigger_word: null
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+ performance_log_every: 10
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+ network:
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+ type: "lora"
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+ linear: 32
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+ linear_alpha: 32
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+ conv: 16
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+ conv_alpha: 16
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+ lokr_full_rank: true
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+ lokr_factor: -1
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+ network_kwargs:
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+ ignore_if_contains: []
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+ save:
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+ dtype: "bf16"
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+ save_every: 250
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+ max_step_saves_to_keep: 4
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+ save_format: "diffusers"
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+ push_to_hub: false
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+ datasets:
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+ - folder_path: "/app/ai-toolkit/datasets/lily"
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+ mask_path: null
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+ mask_min_value: 0.1
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+ default_caption: ""
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+ caption_ext: "txt"
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+ caption_dropout_rate: 0.05
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+ cache_latents_to_disk: false
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+ is_reg: false
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+ network_weight: 1
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+ resolution:
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+ - 512
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+ - 768
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+ - 1024
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+ controls: []
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+ shrink_video_to_frames: true
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+ num_frames: 1
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+ flip_x: false
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+ flip_y: false
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+ num_repeats: 1
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+ train:
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+ batch_size: 1
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+ bypass_guidance_embedding: false
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+ steps: 5000
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+ gradient_accumulation: 1
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+ train_unet: true
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+ train_text_encoder: false
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+ gradient_checkpointing: true
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+ noise_scheduler: "flowmatch"
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+ optimizer: "adamw8bit"
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+ timestep_type: "weighted"
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+ content_or_style: "balanced"
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+ optimizer_params:
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+ weight_decay: 0.0001
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+ unload_text_encoder: false
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+ cache_text_embeddings: true
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+ lr: 0.0001
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+ ema_config:
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+ use_ema: false
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+ ema_decay: 0.99
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+ skip_first_sample: false
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+ force_first_sample: false
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+ disable_sampling: false
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+ dtype: "bf16"
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+ diff_output_preservation: false
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+ diff_output_preservation_multiplier: 1
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+ diff_output_preservation_class: "person"
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+ switch_boundary_every: 1
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+ loss_type: "mse"
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+ do_differential_guidance: true
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+ differential_guidance_scale: 3
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+ logging:
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+ log_every: 1
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+ use_ui_logger: true
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+ model:
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+ name_or_path: "Tongyi-MAI/Z-Image-Turbo"
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+ quantize: true
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+ qtype: "qfloat8"
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+ quantize_te: true
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+ qtype_te: "qfloat8"
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+ arch: "zimage:turbo"
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+ low_vram: true
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+ model_kwargs: {}
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+ layer_offloading: false
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+ layer_offloading_text_encoder_percent: 1
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+ layer_offloading_transformer_percent: 1
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+ assistant_lora_path: "ostris/zimage_turbo_training_adapter/zimage_turbo_training_adapter_v2.safetensors"
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+ sample:
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+ sampler: "flowmatch"
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+ sample_every: 250
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+ width: 1024
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+ height: 1024
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+ samples:
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+ - prompt: "woman with red hair, playing chess at the park, bomb going off in the background"
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+ - prompt: "a woman holding a coffee cup, in a beanie, sitting at a cafe"
103
+ - prompt: "a horse is a DJ at a night club, fish eye lens, smoke machine, lazer lights, holding a martini"
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+ - prompt: "a man showing off his cool new t shirt at the beach, a shark is jumping out of the water in the background"
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+ - prompt: "a bear building a log cabin in the snow covered mountains"
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+ - prompt: "woman playing the guitar, on stage, singing a song, laser lights, punk rocker"
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+ - prompt: "hipster man with a beard, building a chair, in a wood shop"
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+ - prompt: "photo of a man, white background, medium shot, modeling clothing, studio lighting, white backdrop"
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+ - prompt: "a man holding a sign that says, 'this is a sign'"
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+ - prompt: "a bulldog, in a post apocalyptic world, with a shotgun, in a leather jacket, in a desert, with a motorcycle"
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+ neg: ""
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+ seed: 42
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+ walk_seed: true
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+ guidance_scale: 1
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+ sample_steps: 8
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+ num_frames: 1
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+ fps: 1
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+ meta:
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+ name: "[name]"
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+ version: "1.0"
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README.md ADDED
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+ ---
2
+ tags:
3
+ - text-to-image
4
+ - lora
5
+ - diffusers
6
+ - template:diffusion-lora
7
+ base_model: 'HuggingFaceH4/zephyr-7b-beta'
8
+ license: apache-2.0
9
+ ---
10
+
11
+ # Loras
12
+
13
+ This directory contains LoRA models fine-tuned on various datasets using the Diffusers LoRA Trainer
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