2024-01-21 05:30:49 +01:00
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model:
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target: iopaint.model.anytext.cldm.cldm.ControlLDM
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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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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: "img"
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cond_stage_key: "caption"
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control_key: "hint"
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glyph_key: "glyphs"
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position_key: "positions"
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image_size: 64
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channels: 4
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cond_stage_trainable: true # need be true when embedding_manager is valid
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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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loss_alpha: 0 # perceptual loss, 0.003
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loss_beta: 0 # ctc loss
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latin_weight: 1.0 # latin text line may need smaller weigth
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with_step_weight: true
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use_vae_upsample: true
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embedding_manager_config:
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target: iopaint.model.anytext.cldm.embedding_manager.EmbeddingManager
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params:
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valid: true # v6
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emb_type: ocr # ocr, vit, conv
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glyph_channels: 1
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position_channels: 1
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add_pos: false
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placeholder_string: '*'
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control_stage_config:
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target: iopaint.model.anytext.cldm.cldm.ControlNet
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params:
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image_size: 32 # unused
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in_channels: 4
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model_channels: 320
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glyph_channels: 1
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position_channels: 1
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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_heads: 8
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use_spatial_transformer: True
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transformer_depth: 1
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context_dim: 768
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use_checkpoint: True
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legacy: False
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unet_config:
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target: iopaint.model.anytext.cldm.cldm.ControlledUnetModel
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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_heads: 8
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use_spatial_transformer: True
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transformer_depth: 1
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context_dim: 768
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use_checkpoint: True
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legacy: False
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first_stage_config:
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target: iopaint.model.anytext.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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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: iopaint.model.anytext.ldm.modules.encoders.modules.FrozenCLIPEmbedderT3
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params:
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2024-01-21 16:25:50 +01:00
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version: openai/clip-vit-large-patch14
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2024-01-21 05:30:49 +01:00
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use_vision: false # v6
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