File size: 5,229 Bytes
f9b8992
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
{
 "_class_name": "HyperFlowH3FlashTransformer3DModel",
 "_diffusers_version": "0.36.0.dev0",
 "num_attention_heads": 56,
 "attention_head_dim": 128,
 "hidden_size": 5376,
 "num_layers": 50,
 "num_refiner_layers": 2,
 "ffn_dim": 14336,
 "in_channels": 24,
 "audio_in_channels": 32,
 "patch_size": [
  1,
  2,
  2
 ],
 "text_dim": 5120,
 "freq_dim": 256,
 "time_embed_hidden_dim": 5376,
 "time_embed_dim": 16,
 "rope_freq_dim": 16,
 "rope_theta": 10000.0,
 "norm_eps": 1e-05,
 "qk_norm_eps": 1e-05,
 "final_norm_eps": 1e-05,
 "hyperflow_gate": 0.25,
 "lowrank_ranks": {
  "transformer_blocks.1.attn.to_k": 704,
  "transformer_blocks.1.attn.to_out.0": 1792,
  "transformer_blocks.1.attn.to_q": 768,
  "transformer_blocks.1.attn.to_v": 896,
  "transformer_blocks.1.ff.net.0.proj": 1664,
  "transformer_blocks.1.ff.net.2": 2496,
  "transformer_blocks.10.attn.to_k": 320,
  "transformer_blocks.10.attn.to_out.0": 448,
  "transformer_blocks.10.attn.to_q": 320,
  "transformer_blocks.10.attn.to_v": 448,
  "transformer_blocks.10.ff.net.0.proj": 384,
  "transformer_blocks.10.ff.net.2": 1536,
  "transformer_blocks.11.attn.to_k": 256,
  "transformer_blocks.11.attn.to_out.0": 448,
  "transformer_blocks.11.attn.to_q": 320,
  "transformer_blocks.11.attn.to_v": 448,
  "transformer_blocks.11.ff.net.0.proj": 384,
  "transformer_blocks.11.ff.net.2": 512,
  "transformer_blocks.12.attn.to_k": 192,
  "transformer_blocks.12.attn.to_out.0": 256,
  "transformer_blocks.12.attn.to_q": 192,
  "transformer_blocks.12.attn.to_v": 320,
  "transformer_blocks.12.ff.net.0.proj": 256,
  "transformer_blocks.12.ff.net.2": 1088,
  "transformer_blocks.13.attn.to_k": 576,
  "transformer_blocks.13.attn.to_out.0": 704,
  "transformer_blocks.13.attn.to_q": 576,
  "transformer_blocks.13.attn.to_v": 832,
  "transformer_blocks.13.ff.net.0.proj": 768,
  "transformer_blocks.13.ff.net.2": 64,
  "transformer_blocks.14.attn.to_k": 256,
  "transformer_blocks.14.attn.to_out.0": 384,
  "transformer_blocks.14.attn.to_q": 320,
  "transformer_blocks.14.attn.to_v": 448,
  "transformer_blocks.14.ff.net.0.proj": 320,
  "transformer_blocks.14.ff.net.2": 1600,
  "transformer_blocks.15.attn.to_k": 256,
  "transformer_blocks.15.attn.to_out.0": 448,
  "transformer_blocks.15.attn.to_q": 320,
  "transformer_blocks.15.attn.to_v": 448,
  "transformer_blocks.15.ff.net.0.proj": 320,
  "transformer_blocks.15.ff.net.2": 1600,
  "transformer_blocks.16.attn.to_k": 512,
  "transformer_blocks.16.attn.to_out.0": 768,
  "transformer_blocks.16.attn.to_q": 512,
  "transformer_blocks.16.attn.to_v": 704,
  "transformer_blocks.16.ff.net.0.proj": 704,
  "transformer_blocks.16.ff.net.2": 2304,
  "transformer_blocks.17.attn.to_k": 256,
  "transformer_blocks.17.attn.to_out.0": 448,
  "transformer_blocks.17.attn.to_q": 320,
  "transformer_blocks.17.attn.to_v": 448,
  "transformer_blocks.17.ff.net.0.proj": 384,
  "transformer_blocks.17.ff.net.2": 1536,
  "transformer_blocks.18.attn.to_k": 256,
  "transformer_blocks.18.attn.to_out.0": 448,
  "transformer_blocks.18.attn.to_q": 256,
  "transformer_blocks.18.attn.to_v": 448,
  "transformer_blocks.18.ff.net.0.proj": 448,
  "transformer_blocks.18.ff.net.2": 1472,
  "transformer_blocks.2.attn.to_k": 1600,
  "transformer_blocks.2.attn.to_out.0": 2112,
  "transformer_blocks.2.attn.to_q": 1600,
  "transformer_blocks.2.attn.to_v": 1664,
  "transformer_blocks.2.ff.net.0.proj": 3200,
  "transformer_blocks.20.attn.to_k": 832,
  "transformer_blocks.20.attn.to_out.0": 1216,
  "transformer_blocks.20.attn.to_q": 832,
  "transformer_blocks.20.attn.to_v": 1152,
  "transformer_blocks.20.ff.net.0.proj": 1344,
  "transformer_blocks.20.ff.net.2": 3072,
  "transformer_blocks.23.attn.to_k": 128,
  "transformer_blocks.23.attn.to_out.0": 320,
  "transformer_blocks.23.attn.to_q": 128,
  "transformer_blocks.23.attn.to_v": 256,
  "transformer_blocks.23.ff.net.0.proj": 256,
  "transformer_blocks.23.ff.net.2": 1152,
  "transformer_blocks.4.attn.to_k": 192,
  "transformer_blocks.4.attn.to_out.0": 256,
  "transformer_blocks.4.attn.to_q": 192,
  "transformer_blocks.4.attn.to_v": 320,
  "transformer_blocks.4.ff.net.0.proj": 384,
  "transformer_blocks.4.ff.net.2": 832,
  "transformer_blocks.49.ff.net.2": 2944,
  "transformer_blocks.7.attn.to_k": 192,
  "transformer_blocks.7.attn.to_out.0": 320,
  "transformer_blocks.7.attn.to_q": 256,
  "transformer_blocks.7.attn.to_v": 384,
  "transformer_blocks.7.ff.net.0.proj": 320,
  "transformer_blocks.7.ff.net.2": 896,
  "transformer_blocks.8.attn.to_k": 192,
  "transformer_blocks.8.attn.to_out.0": 256,
  "transformer_blocks.8.attn.to_q": 192,
  "transformer_blocks.8.attn.to_v": 256,
  "transformer_blocks.8.ff.net.0.proj": 256,
  "transformer_blocks.8.ff.net.2": 1152,
  "transformer_blocks.9.attn.to_k": 192,
  "transformer_blocks.9.attn.to_out.0": 320,
  "transformer_blocks.9.attn.to_q": 192,
  "transformer_blocks.9.attn.to_v": 320,
  "transformer_blocks.9.ff.net.0.proj": 192,
  "transformer_blocks.9.ff.net.2": 1152
 },
 "dropped_blocks": [
  6,
  21,
  22
 ],
 "source": {
  "repo": "VideoRebirthAI/hyperflow-h3-flash",
  "revision": "c8f74e481b9f7743cd91d2d3c4bf108eeb723748",
  "folder": "fl2va_int8_convrot",
  "quantization": {
   "method": "int8_convrot",
   "group": 256
  }
 }
}