jwheo commited on
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Upload photo100k Stage 4 v2 condition checkpoint

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configs/hf/diffusion_photo100k_stage4_condition_v2.yaml ADDED
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+ project:
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+ name: diffusion_photo100k_stage4_condition_v2_hf
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+
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+ autoencoder:
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+ config: autoencoder_stage1.yaml
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+ checkpoint: ../../checkpoints/stage1_autoencoder_best_eval_recon.pt
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+
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+ condition_encoder:
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+ config: latent_pretrain_stage2.yaml
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+ checkpoint: ../../checkpoints/stage2_photo100k_v2_b64_best_eval_latent.pt
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+ trainable: false
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+
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+ data:
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+ hr_size: 512
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+ scale: 4
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+ degradation_preset: photo_v2
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+ domains:
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+ photo: 0
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+ anime: 1
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+
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+ model:
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+ type: conditional_unet
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+ latent_channels: 16
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+ condition_channels: 16
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+ out_channels: 16
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+ base_channels: 128
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+ channel_multipliers: [1, 2, 3, 4]
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+ num_res_blocks: 2
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+ norm_groups: 32
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+ num_heads: 4
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+ attention_resolutions: [32, 16]
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+ base_resolution: 128
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+ num_domains: 2
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+
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+ diffusion:
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+ num_train_timesteps: 1000
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+ beta_schedule: linear
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+ beta_start: 0.0001
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+ beta_end: 0.02
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+ sample_timestep: 50
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+ train_min_timestep: 25
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+ train_max_timestep: 100
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+ train_init: condition
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+
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+ sampling:
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+ init: condition
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+ start_timestep: 25
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+ steps: 32
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+
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+ train:
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+ dtype: bf16
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+
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+ inference:
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+ checkpoint: ../../checkpoints/stage4_photo100k_condition_v2_b32_best_eval_condition_decoded.pt
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+ init: condition
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+ steps: 32
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+ start_timestep: 25