Hugging Face's logo

Spaces:
yslan
/
GaussianAnything-AIGC3D
Running on Zero

App Files Community
GaussianAnything-AIGC3D
File size: 2,333 Bytes 
7f51798
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
 
ldm_configs:

  # scheduler_config:
  #   target: sgm.lr_scheduler.LambdaLinearScheduler
  #   params:
  #     warm_up_steps: [10000]
  #     cycle_lengths: [10000000000000]
  #     f_start: [1.e-6]
  #     f_max: [1.]
  #     f_min: [1.]

  # denoiser_config:
  #   target: sgm.modules.diffusionmodules.denoiser.DiscreteDenoiser
  #   params:
  #     num_idx: 1000

  #     scaling_config:
  #       target: sgm.modules.diffusionmodules.denoiser_scaling.EpsScaling
  #     discretization_config:
  #       target: sgm.modules.diffusionmodules.discretizer.LegacyDDPMDiscretization

  conditioner_config:
    target: sgm.modules.GeneralConditioner
    params:
      emb_models:
        # - is_trainable: False
        #   input_key: 'img'
        #   # ucg_rate: 0.463
        #   ucg_rate: 0.562 # 0.316 ** 0.5
        #   # legacy_ucg_value: None
        #   target: sgm.modules.encoders.modules.FrozenOpenCLIPImageEmbedder
        #   params:
        #       arch: 'ViT-L-14'
        #       version: 'openai'
        #       # version: 'laion2b_s32b_b82k'
        #       freeze: True
        #       output_tokens: True
        #       # inp_size: 448
        #       inp_size: 224

        - is_trainable: False
          input_key: 'img'
          # ucg_rate: 0.463
          ucg_rate: 0.1 # 0.316 ** 0.5
          # legacy_ucg_value: None
          target: sgm.modules.encoders.modules.FrozenDinov2ImageEmbedder
          params:
              freeze: True
              arch: vitl
              inp_size: 518
              # inp_size: 224

        # - is_trainable: False
        #   input_key: caption
        #   # ucg_rate: 0.463
        #   ucg_rate: 0.316
        #   target: sgm.modules.encoders.modules.FrozenOpenCLIPEmbedder2
        #   params:
        #     always_return_pooled: True
        #     legacy: False
        #     arch: 'ViT-L-14'
        #     version: 'openai'

  loss_fn_config:
    target: sgm.modules.diffusionmodules.loss.FMLoss
    params:
      transport_config:
        target: transport.create_transport
        params: # all follow default
          # snr_type: lognorm # too noisy?
          snr_type: uniform
          # path_type: Linear
          path_type: GVP

  guider_config:
    target: sgm.modules.diffusionmodules.guiders.VanillaCFG
    params:
      # scale: 1.0
      scale: 5.0