Instructions to use tlennon-ie/qwen-edit-skin with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use tlennon-ie/qwen-edit-skin with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Qwen/Qwen-Image-Edit-2509", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("tlennon-ie/qwen-edit-skin") prompt = "make the subjects skin details more prominent and natural" input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png") image = pipe(image=input_image, prompt=prompt).images[0] - Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
| job: extension | |
| config: | |
| name: qwen-edit-skin | |
| process: | |
| - type: diffusion_trainer | |
| training_folder: I:\AI\AI-Toolkit\output | |
| sqlite_db_path: I:\AI\AI-Toolkit\aitk_db.db | |
| device: cuda | |
| trigger_word: null | |
| performance_log_every: 10 | |
| network: | |
| type: lora | |
| linear: 16 | |
| linear_alpha: 16 | |
| conv: 16 | |
| conv_alpha: 16 | |
| lokr_full_rank: true | |
| lokr_factor: -1 | |
| network_kwargs: | |
| ignore_if_contains: [] | |
| alpha_schedule: | |
| enabled: true | |
| _preset: image | |
| conv_alpha_phases: | |
| foundation: | |
| exit_criteria: | |
| loss_improvement_rate_below: 0.001 | |
| min_gradient_stability: 0.55 | |
| min_loss_r2: 0.1 | |
| balance: | |
| exit_criteria: | |
| loss_improvement_rate_below: 0.001 | |
| min_gradient_stability: 0.55 | |
| min_loss_r2: 0.1 | |
| save: | |
| dtype: bf16 | |
| save_every: 250 | |
| max_step_saves_to_keep: 4 | |
| save_format: diffusers | |
| push_to_hub: false | |
| datasets: | |
| - folder_path: I:\AI\AI-Toolkit\datasets/qwen_skin_target | |
| 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 | |
| controls: [] | |
| shrink_video_to_frames: true | |
| num_frames: 1 | |
| do_i2v: true | |
| flip_x: false | |
| flip_y: false | |
| control_path_1: I:\AI\AI-Toolkit\datasets/qwen_skin_target | |
| control_path_2: null | |
| control_path_3: null | |
| train: | |
| batch_size: 1 | |
| bypass_guidance_embedding: false | |
| steps: 5000 | |
| 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: false | |
| 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-Edit-2509 | |
| quantize: true | |
| qtype: uint3|ostris/accuracy_recovery_adapters/qwen_image_edit_2509_torchao_uint3.safetensors | |
| quantize_te: true | |
| qtype_te: qfloat8 | |
| arch: qwen_image_edit_plus | |
| low_vram: true | |
| model_kwargs: | |
| match_target_res: false | |
| 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: make the subjects skin details more prominent and natural | |
| ctrl_img_1: I:\AI\AI-Toolkit\data\images\2adf71c9-c10a-4001-a36b-ef05a692d3fc.jpg | |
| - prompt: make the subjects skin details more prominent and natural | |
| ctrl_img_1: I:\AI\AI-Toolkit\data\images\c1d23d1d-9437-450f-b1ec-ccaffb397cda.jpg | |
| - prompt: make the subjects skin details more prominent and natural | |
| ctrl_img_1: I:\AI\AI-Toolkit\data\images\7e9850d8-cdb7-4b4f-b9b4-61172075ceaf.jpg | |
| - prompt: a man showing off his cool new t shirt at the beach, a shark is jumping | |
| out of the water in the background | |
| ctrl_img_1: I:\AI\AI-Toolkit\data\images\515f6126-0d9b-4148-8d65-d6c2b107298f.jpg | |
| neg: '' | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 4 | |
| sample_steps: 25 | |
| num_frames: 1 | |
| fps: 1 | |
| meta: | |
| name: qwen-edit-skin | |
| version: '1.0' | |