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| pretrained_model_name_or_path: "lambdalabs/sd-image-variations-diffusers" | |
| mixed_precision: "bf16" | |
| init_config: | |
| # enable controls | |
| enable_cross_attn_lora: False | |
| enable_cross_attn_ip: False | |
| enable_self_attn_lora: False | |
| enable_self_attn_ref: True | |
| enable_multiview_attn: False | |
| # for cross attention | |
| init_cross_attn_lora: False | |
| init_cross_attn_ip: False | |
| cross_attn_lora_rank: 512 # 0 for not enabled | |
| cross_attn_lora_only_kv: False | |
| ipadapter_pretrained_name: "h94/IP-Adapter" | |
| ipadapter_subfolder_name: "models" | |
| ipadapter_weight_name: "ip-adapter_sd15.safetensors" | |
| ipadapter_effect_on: "all" # all, first | |
| # for self attention | |
| init_self_attn_lora: False | |
| self_attn_lora_rank: 512 | |
| self_attn_lora_only_kv: False | |
| # for self attention ref | |
| init_self_attn_ref: True | |
| self_attn_ref_position: "attn1" | |
| self_attn_ref_other_model_name: "lambdalabs/sd-image-variations-diffusers" | |
| self_attn_ref_pixel_wise_crosspond: True | |
| self_attn_ref_effect_on: "all" | |
| # for multiview attention | |
| init_multiview_attn: False | |
| multiview_attn_position: "attn1" | |
| num_modalities: 1 | |
| # for unet | |
| init_unet_path: "${pretrained_model_name_or_path}" | |
| init_num_cls_label: 0 # for initialize | |
| cls_labels: [] # for current task | |
| trainers: | |
| - trainer_type: "image2image_trainer" | |
| trainer: | |
| pretrained_model_name_or_path: "${pretrained_model_name_or_path}" | |
| attn_config: | |
| cls_labels: [] # for current task | |
| enable_cross_attn_lora: False | |
| enable_cross_attn_ip: False | |
| enable_self_attn_lora: False | |
| enable_self_attn_ref: True | |
| enable_multiview_attn: False | |
| resolution: "512" | |
| condition_image_resolution: "512" | |
| condition_image_column_name: "conditioning_image" | |
| image_column_name: "image" | |