Hugging Face's logo

nicolas-dufour
/
miro

Text-to-Image
Safetensors
miro-t2i
sdxl
diffusion
flow-matching
miro
reward-conditioning
Model card Files
xet
 Community
miro
File size: 1,960 Bytes
02d7ec4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
80
81
82
{
  "network": {
    "data_size": 32,
    "data_dim": 512,
    "num_input_channels": 4,
    "num_latents": 256,
    "latents_dim": 1024,
    "label_dim": 2048,
    "num_cond_tokens": 77,
    "num_processing_layers": 4,
    "num_blocks": 4,
    "patch_size": 2,
    "read_write_heads": 16,
    "compute_heads": 32,
    "latent_mlp_multiplier": 4,
    "data_mlp_multiplier": 4,
    "compute_dropout": 0,
    "rw_stochastic_depth": 0,
    "compute_stochastic_depth": 0,
    "concat_cond_token_to_latents": false,
    "use_cond_rin_block": true,
    "num_text_registers": 16,
    "coherence_keys": [
      "clip_score",
      "aesthetic_score",
      "image_reward_score",
      "pick_a_score_score",
      "hpsv2_score",
      "vqa_score",
      "sciscore_score"
    ],
    "coherence_dropout": 0.0,
    "dropout_strategy": "binomial",
    "use_self_conditioning": true
  },
  "preconditioning": {
    "num_latents": 256,
    "latents_dim": 1024,
    "do_normalization": true,
    "sigma_data": 0.5,
    "do_gradnorm_reweighting": true,
    "logvar_channels": 128,
    "logvar_mlp_layers": 0
  },
  "data_preprocessing": {
    "input_key_mean": "vae_embeddings_mean_256",
    "input_key_std": "vae_embeddings_std_256",
    "output_key_root": "x_0",
    "vae_sample": true,
    "channel_wise_normalisation": true,
    "model_type": "sdxl"
  },
  "postprocessing": {
    "channel_wise_normalisation": true,
    "model_type": "sdxl"
  },
  "scheduler": {
    "start": 1,
    "end": 0,
    "clip_min": 1e-09
  },
  "coherence_keys": [
    "clip_score",
    "aesthetic_score",
    "image_reward_score",
    "pick_a_score_score",
    "hpsv2_score",
    "vqa_score",
    "sciscore_score"
  ],
  "sampler_defaults": {
    "num_steps": 50,
    "guidance_scale": 7.0,
    "sigma_data": 0.5
  },
  "data_resolution": 32,
  "img_resolution": 256,
  "max_text_len": 77,
  "model_type": "sdxl",
  "vae_repo": "stabilityai/sdxl-vae",
  "text_encoder_repo": "google/flan-t5-xl"
}