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MergeStove2.5D

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Diffusers
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add diffusers weights

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Files changed (32) hide show
  1. MergeStove2.5D_mk1_diffusers/MergeStove2.5D_mk1.yaml +70 -0
  2. MergeStove2.5D_mk1_diffusers/feature_extractor/preprocessor_config.json +28 -0
  3. MergeStove2.5D_mk1_diffusers/model_index.json +33 -0
  4. MergeStove2.5D_mk1_diffusers/safety_checker/config.json +181 -0
  5. MergeStove2.5D_mk1_diffusers/safety_checker/pytorch_model.bin +3 -0
  6. MergeStove2.5D_mk1_diffusers/scheduler/scheduler_config.json +13 -0
  7. MergeStove2.5D_mk1_diffusers/text_encoder/config.json +25 -0
  8. MergeStove2.5D_mk1_diffusers/text_encoder/pytorch_model.bin +3 -0
  9. MergeStove2.5D_mk1_diffusers/tokenizer/merges.txt +0 -0
  10. MergeStove2.5D_mk1_diffusers/tokenizer/special_tokens_map.json +24 -0
  11. MergeStove2.5D_mk1_diffusers/tokenizer/tokenizer_config.json +34 -0
  12. MergeStove2.5D_mk1_diffusers/tokenizer/vocab.json +0 -0
  13. MergeStove2.5D_mk1_diffusers/unet/config.json +41 -0
  14. MergeStove2.5D_mk1_diffusers/unet/diffusion_pytorch_model.bin +3 -0
  15. MergeStove2.5D_mk1_diffusers/vae/config.json +29 -0
  16. MergeStove2.5D_mk1_diffusers/vae/diffusion_pytorch_model.bin +3 -0
  17. MergeStove2.5D_mk2_diffusers/MergeStove2.5D_mk2.yaml +70 -0
  18. MergeStove2.5D_mk2_diffusers/feature_extractor/preprocessor_config.json +28 -0
  19. MergeStove2.5D_mk2_diffusers/model_index.json +33 -0
  20. MergeStove2.5D_mk2_diffusers/safety_checker/config.json +181 -0
  21. MergeStove2.5D_mk2_diffusers/safety_checker/pytorch_model.bin +3 -0
  22. MergeStove2.5D_mk2_diffusers/scheduler/scheduler_config.json +13 -0
  23. MergeStove2.5D_mk2_diffusers/text_encoder/config.json +25 -0
  24. MergeStove2.5D_mk2_diffusers/text_encoder/pytorch_model.bin +3 -0
  25. MergeStove2.5D_mk2_diffusers/tokenizer/merges.txt +0 -0
  26. MergeStove2.5D_mk2_diffusers/tokenizer/special_tokens_map.json +24 -0
  27. MergeStove2.5D_mk2_diffusers/tokenizer/tokenizer_config.json +34 -0
  28. MergeStove2.5D_mk2_diffusers/tokenizer/vocab.json +0 -0
  29. MergeStove2.5D_mk2_diffusers/unet/config.json +41 -0
  30. MergeStove2.5D_mk2_diffusers/unet/diffusion_pytorch_model.bin +3 -0
  31. MergeStove2.5D_mk2_diffusers/vae/config.json +29 -0
  32. MergeStove2.5D_mk2_diffusers/vae/diffusion_pytorch_model.bin +3 -0
MergeStove2.5D_mk1_diffusers/MergeStove2.5D_mk1.yaml ADDED
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+ model:
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+ base_learning_rate: 1.0e-04
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+ target: ldm.models.diffusion.ddpm.LatentDiffusion
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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: "images"
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+ cond_stage_key: "input_ids"
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+ image_size: 64
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+ channels: 4
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+ cond_stage_trainable: true # Note: different from the one we trained before
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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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+
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+ scheduler_config: # 10000 warmup steps
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+ target: ldm.lr_scheduler.LambdaLinearScheduler
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+ params:
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+ warm_up_steps: [ 10000 ]
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+ cycle_lengths: [ 10000000000000 ] # incredibly large number to prevent corner cases
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+ f_start: [ 1.e-6 ]
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+ f_max: [ 1. ]
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+ f_min: [ 1. ]
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+
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+ unet_config:
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+ target: ldm.modules.diffusionmodules.openaimodel.UNetModel
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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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+
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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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+ 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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+
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+ cond_stage_config:
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+ target: ldm.modules.encoders.modules.FrozenCLIPEmbedder
MergeStove2.5D_mk1_diffusers/feature_extractor/preprocessor_config.json ADDED
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+ {
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+ },
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+ "do_center_crop": true,
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+ "do_convert_rgb": true,
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+ "do_normalize": true,
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+ "do_rescale": true,
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+ "feature_extractor_type": "CLIPFeatureExtractor",
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+ "image_mean": [
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+ "image_processor_type": "CLIPImageProcessor",
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+ "resample": 3,
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+ "rescale_factor": 0.00392156862745098,
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+ "size": {
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+ }
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+ }
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+ {
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+ "_class_name": "StableDiffusionPipeline",
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+ "_diffusers_version": "0.10.2",
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+ "feature_extractor": [
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+ ],
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+ "requires_safety_checker": true,
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+ "safety_checker": [
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+ "stable_diffusion",
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+ "StableDiffusionSafetyChecker"
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+ ],
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+ "scheduler": [
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+ "diffusers",
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+ "DDIMScheduler"
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+ "text_encoder": [
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+ "transformers",
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+ "CLIPTextModel"
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+ ],
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+ "tokenizer": [
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+ "transformers",
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+ "CLIPTokenizer"
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+ ],
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+ "unet": [
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+ "diffusers",
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+ "UNet2DConditionModel"
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+ ],
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+ "vae": [
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+ "diffusers",
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+ "AutoencoderKL"
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+ ]
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+ }
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