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| model: | |
| target: cldm.cldm.ControlLDM | |
| params: | |
| linear_start: 0.00085 | |
| linear_end: 0.0120 | |
| num_timesteps_cond: 1 | |
| log_every_t: 200 | |
| timesteps: 1000 | |
| first_stage_key: "img" | |
| cond_stage_key: "caption" | |
| control_key: "hint" | |
| glyph_key: "glyphs" | |
| position_key: "positions" | |
| image_size: 64 | |
| channels: 4 | |
| cond_stage_trainable: true # need be true when embedding_manager is valid | |
| conditioning_key: crossattn | |
| monitor: val/loss_simple_ema | |
| scale_factor: 0.18215 | |
| use_ema: False | |
| only_mid_control: False | |
| loss_alpha: 0 # perceptual loss, 0.003 | |
| loss_beta: 0 # ctc loss | |
| latin_weight: 1.0 # latin text line may need smaller weigth | |
| with_step_weight: true | |
| use_vae_upsample: true | |
| embedding_manager_config: | |
| target: cldm.embedding_manager.EmbeddingManager | |
| params: | |
| valid: true # v6 | |
| emb_type: vit # ocr, vit, conv | |
| glyph_channels: 1 | |
| position_channels: 1 | |
| add_pos: false | |
| placeholder_string: '*' | |
| control_stage_config: | |
| target: cldm.cldm.ControlNet | |
| params: | |
| image_size: 32 # unused | |
| in_channels: 4 | |
| model_channels: 320 | |
| glyph_channels: 1 | |
| position_channels: 1 | |
| attention_resolutions: [ 4, 2, 1 ] | |
| num_res_blocks: 2 | |
| channel_mult: [ 1, 2, 4, 4 ] | |
| num_heads: 8 | |
| use_spatial_transformer: True | |
| transformer_depth: 1 | |
| context_dim: 768 | |
| use_checkpoint: True | |
| legacy: False | |
| unet_config: | |
| target: cldm.cldm.ControlledUnetModel | |
| params: | |
| image_size: 32 # unused | |
| in_channels: 4 | |
| out_channels: 4 | |
| model_channels: 320 | |
| attention_resolutions: [ 4, 2, 1 ] | |
| num_res_blocks: 2 | |
| channel_mult: [ 1, 2, 4, 4 ] | |
| num_heads: 8 | |
| use_spatial_transformer: True | |
| transformer_depth: 1 | |
| context_dim: 768 | |
| use_checkpoint: True | |
| legacy: False | |
| first_stage_config: | |
| target: ldm.models.autoencoder.AutoencoderKL | |
| params: | |
| embed_dim: 4 | |
| monitor: val/rec_loss | |
| ddconfig: | |
| double_z: true | |
| z_channels: 4 | |
| resolution: 256 | |
| in_channels: 3 | |
| out_ch: 3 | |
| ch: 128 | |
| ch_mult: | |
| - 1 | |
| - 2 | |
| - 4 | |
| - 4 | |
| num_res_blocks: 2 | |
| attn_resolutions: [] | |
| dropout: 0.0 | |
| lossconfig: | |
| target: torch.nn.Identity | |
| cond_stage_config: | |
| target: ldm.modules.encoders.modules.FrozenCLIPEmbedderT3 | |
| params: | |
| version: ./models/clip-vit-large-patch14 | |
| use_vision: true # v6 | |