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imagedream/configs/sd_v2_base_ipmv_local.yaml
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model:
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target: imagedream.ldm.interface.LatentDiffusionInterface
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params:
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linear_start: 0.00085
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linear_end: 0.0120
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timesteps: 1000
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scale_factor: 0.18215
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parameterization: "eps"
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unet_config:
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target: imagedream.ldm.modules.diffusionmodules.openaimodel.MultiViewUNetModel
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params:
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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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use_checkpoint: False
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legacy: False
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camera_dim: 16
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with_ip: True
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ip_dim: 16 # ip token length
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ip_mode: "local_resample"
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ip_weight: 1.0 # adjust for similarity to image
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vae_config:
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target: imagedream.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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clip_config:
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target: imagedream.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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ip_mode: "local_resample"
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