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control_v11p_sd21_shadow_normal_1k_20epoch.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:b7a32cc7c7558f0ce5584a12736eb5b73c065f72b6784c2bb88f6ab05708ae4e
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size 1456951272
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control_v11p_sd21_shadow_normal_1k_20epoch.yaml
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model:
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target: cldm.cldm.ControlLDM
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params:
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parameterization: "v"
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linear_start: 0.00085
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linear_end: 0.0120
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num_timesteps_cond: 1
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log_every_t: 200
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timesteps: 1000
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first_stage_key: "jpg"
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cond_stage_key: "txt"
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control_key: "hint"
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image_size: 64
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channels: 4
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cond_stage_trainable: false
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conditioning_key: crossattn
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monitor: val/loss_simple_ema
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scale_factor: 0.18215
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use_ema: False
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only_mid_control: False
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control_stage_config:
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target: cldm.cldm.ControlNet
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params:
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use_checkpoint: True
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image_size: 32 # unused
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in_channels: 4
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hint_channels: 3
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model_channels: 320
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attention_resolutions: [4, 2, 1]
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num_res_blocks: 2
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channel_mult: [1, 2, 4, 4]
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num_head_channels: 64 # need to fix for flash-attn
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use_spatial_transformer: True
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use_linear_in_transformer: True
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transformer_depth: 1
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context_dim: 1024
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legacy: False
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unet_config:
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target: cldm.cldm.ControlledUnetModel
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params:
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use_checkpoint: True
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image_size: 32 # unused
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in_channels: 4
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out_channels: 4
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model_channels: 320
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attention_resolutions: [4, 2, 1]
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num_res_blocks: 2
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channel_mult: [1, 2, 4, 4]
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num_head_channels: 64 # need to fix for flash-attn
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use_spatial_transformer: True
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use_linear_in_transformer: True
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transformer_depth: 1
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context_dim: 1024
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legacy: False
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first_stage_config:
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target: ldm.models.autoencoder.AutoencoderKL
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params:
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embed_dim: 4
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monitor: val/rec_loss
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ddconfig:
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#attn_type: "vanilla-xformers"
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double_z: true
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z_channels: 4
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resolution: 256
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in_channels: 3
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out_ch: 3
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ch: 128
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ch_mult:
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- 1
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- 2
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- 4
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- 4
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num_res_blocks: 2
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attn_resolutions: []
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dropout: 0.0
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lossconfig:
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target: torch.nn.Identity
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cond_stage_config:
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target: ldm.modules.encoders.modules.FrozenOpenCLIPEmbedder
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params:
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freeze: True
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layer: "penultimate"
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