Hugging Face's logo

lilcheaty
/
MiniMax-H3-NVFP4

Text-to-Video
comfyui
nvfp4
quantized
video
Model card Files
xet
 Community
3
lilcheaty commited on
Commit
e7af7dc
·
verified ·
1 Parent(s): 2ae6195

Upload profiles/minimax_h3_nvfp4_full.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. profiles/minimax_h3_nvfp4_full.json +1062 -0
profiles/minimax_h3_nvfp4_full.json ADDED
@@ -0,0 +1,1062 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "__metadata__": {
3
+ "original_model_name": "minimax_h3_nvfp4_full",
4
+ "original_model_path": "/workspace/ComfyUI/models/diffusion_models/minimax_h3_ref2va_bf16.safetensors",
5
+ "timestamp": "2026-08-03T06:06:50.561944",
6
+ "total_layers": 1051,
7
+ "created_by": "hand-authored for MiniMax-H3 (33.12B: adaln 39.4%, mlp 36.3%, attn 24.2%)"
8
+ },
9
+ "layers": {
10
+ "audio_patch_proj.bias": "BF16",
11
+ "audio_patch_proj.weight": "BF16",
12
+ "blocks.0.adaln_proj.linear.bias": "BF16",
13
+ "blocks.0.adaln_proj.linear.weight": "NVFP4",
14
+ "blocks.0.adaln_proj.linear.weight_scale": "FP32_SCALE",
15
+ "blocks.0.adaln_proj.linear.comfy_quant": "METADATA",
16
+ "blocks.0.attn.k_norm.weight": "BF16",
17
+ "blocks.0.attn.out_proj.weight": "NVFP4",
18
+ "blocks.0.attn.out_proj.weight_scale": "FP32_SCALE",
19
+ "blocks.0.attn.out_proj.comfy_quant": "METADATA",
20
+ "blocks.0.attn.q_norm.weight": "BF16",
21
+ "blocks.0.attn.qkv_proj.weight": "NVFP4",
22
+ "blocks.0.attn.qkv_proj.weight_scale": "FP32_SCALE",
23
+ "blocks.0.attn.qkv_proj.comfy_quant": "METADATA",
24
+ "blocks.0.mlp.fc1.weight": "NVFP4",
25
+ "blocks.0.mlp.fc1.weight_scale": "FP32_SCALE",
26
+ "blocks.0.mlp.fc1.comfy_quant": "METADATA",
27
+ "blocks.0.mlp.fc2.weight": "NVFP4",
28
+ "blocks.0.mlp.fc2.weight_scale": "FP32_SCALE",
29
+ "blocks.0.mlp.fc2.comfy_quant": "METADATA",
30
+ "blocks.0.norm1.weight": "BF16",
31
+ "blocks.0.norm2.weight": "BF16",
32
+ "blocks.1.adaln_proj.linear.bias": "BF16",
33
+ "blocks.1.adaln_proj.linear.weight": "NVFP4",
34
+ "blocks.1.adaln_proj.linear.weight_scale": "FP32_SCALE",
35
+ "blocks.1.adaln_proj.linear.comfy_quant": "METADATA",
36
+ "blocks.1.attn.k_norm.weight": "BF16",
37
+ "blocks.1.attn.out_proj.weight": "NVFP4",
38
+ "blocks.1.attn.out_proj.weight_scale": "FP32_SCALE",
39
+ "blocks.1.attn.out_proj.comfy_quant": "METADATA",
40
+ "blocks.1.attn.q_norm.weight": "BF16",
41
+ "blocks.1.attn.qkv_proj.weight": "NVFP4",
42
+ "blocks.1.attn.qkv_proj.weight_scale": "FP32_SCALE",
43
+ "blocks.1.attn.qkv_proj.comfy_quant": "METADATA",
44
+ "blocks.1.mlp.fc1.weight": "NVFP4",
45
+ "blocks.1.mlp.fc1.weight_scale": "FP32_SCALE",
46
+ "blocks.1.mlp.fc1.comfy_quant": "METADATA",
47
+ "blocks.1.mlp.fc2.weight": "NVFP4",
48
+ "blocks.1.mlp.fc2.weight_scale": "FP32_SCALE",
49
+ "blocks.1.mlp.fc2.comfy_quant": "METADATA",
50
+ "blocks.1.norm1.weight": "BF16",
51
+ "blocks.1.norm2.weight": "BF16",
52
+ "blocks.10.adaln_proj.linear.bias": "BF16",
53
+ "blocks.10.adaln_proj.linear.weight": "NVFP4",
54
+ "blocks.10.adaln_proj.linear.weight_scale": "FP32_SCALE",
55
+ "blocks.10.adaln_proj.linear.comfy_quant": "METADATA",
56
+ "blocks.10.attn.k_norm.weight": "BF16",
57
+ "blocks.10.attn.out_proj.weight": "NVFP4",
58
+ "blocks.10.attn.out_proj.weight_scale": "FP32_SCALE",
59
+ "blocks.10.attn.out_proj.comfy_quant": "METADATA",
60
+ "blocks.10.attn.q_norm.weight": "BF16",
61
+ "blocks.10.attn.qkv_proj.weight": "NVFP4",
62
+ "blocks.10.attn.qkv_proj.weight_scale": "FP32_SCALE",
63
+ "blocks.10.attn.qkv_proj.comfy_quant": "METADATA",
64
+ "blocks.10.mlp.fc1.weight": "NVFP4",
65
+ "blocks.10.mlp.fc1.weight_scale": "FP32_SCALE",
66
+ "blocks.10.mlp.fc1.comfy_quant": "METADATA",
67
+ "blocks.10.mlp.fc2.weight": "NVFP4",
68
+ "blocks.10.mlp.fc2.weight_scale": "FP32_SCALE",
69
+ "blocks.10.mlp.fc2.comfy_quant": "METADATA",
70
+ "blocks.10.norm1.weight": "BF16",
71
+ "blocks.10.norm2.weight": "BF16",
72
+ "blocks.11.adaln_proj.linear.bias": "BF16",
73
+ "blocks.11.adaln_proj.linear.weight": "NVFP4",
74
+ "blocks.11.adaln_proj.linear.weight_scale": "FP32_SCALE",
75
+ "blocks.11.adaln_proj.linear.comfy_quant": "METADATA",
76
+ "blocks.11.attn.k_norm.weight": "BF16",
77
+ "blocks.11.attn.out_proj.weight": "NVFP4",
78
+ "blocks.11.attn.out_proj.weight_scale": "FP32_SCALE",
79
+ "blocks.11.attn.out_proj.comfy_quant": "METADATA",
80
+ "blocks.11.attn.q_norm.weight": "BF16",
81
+ "blocks.11.attn.qkv_proj.weight": "NVFP4",
82
+ "blocks.11.attn.qkv_proj.weight_scale": "FP32_SCALE",
83
+ "blocks.11.attn.qkv_proj.comfy_quant": "METADATA",
84
+ "blocks.11.mlp.fc1.weight": "NVFP4",
85
+ "blocks.11.mlp.fc1.weight_scale": "FP32_SCALE",
86
+ "blocks.11.mlp.fc1.comfy_quant": "METADATA",
87
+ "blocks.11.mlp.fc2.weight": "NVFP4",
88
+ "blocks.11.mlp.fc2.weight_scale": "FP32_SCALE",
89
+ "blocks.11.mlp.fc2.comfy_quant": "METADATA",
90
+ "blocks.11.norm1.weight": "BF16",
91
+ "blocks.11.norm2.weight": "BF16",
92
+ "blocks.12.adaln_proj.linear.bias": "BF16",
93
+ "blocks.12.adaln_proj.linear.weight": "NVFP4",
94
+ "blocks.12.adaln_proj.linear.weight_scale": "FP32_SCALE",
95
+ "blocks.12.adaln_proj.linear.comfy_quant": "METADATA",
96
+ "blocks.12.attn.k_norm.weight": "BF16",
97
+ "blocks.12.attn.out_proj.weight": "NVFP4",
98
+ "blocks.12.attn.out_proj.weight_scale": "FP32_SCALE",
99
+ "blocks.12.attn.out_proj.comfy_quant": "METADATA",
100
+ "blocks.12.attn.q_norm.weight": "BF16",
101
+ "blocks.12.attn.qkv_proj.weight": "NVFP4",
102
+ "blocks.12.attn.qkv_proj.weight_scale": "FP32_SCALE",
103
+ "blocks.12.attn.qkv_proj.comfy_quant": "METADATA",
104
+ "blocks.12.mlp.fc1.weight": "NVFP4",
105
+ "blocks.12.mlp.fc1.weight_scale": "FP32_SCALE",
106
+ "blocks.12.mlp.fc1.comfy_quant": "METADATA",
107
+ "blocks.12.mlp.fc2.weight": "NVFP4",
108
+ "blocks.12.mlp.fc2.weight_scale": "FP32_SCALE",
109
+ "blocks.12.mlp.fc2.comfy_quant": "METADATA",
110
+ "blocks.12.norm1.weight": "BF16",
111
+ "blocks.12.norm2.weight": "BF16",
112
+ "blocks.13.adaln_proj.linear.bias": "BF16",
113
+ "blocks.13.adaln_proj.linear.weight": "NVFP4",
114
+ "blocks.13.adaln_proj.linear.weight_scale": "FP32_SCALE",
115
+ "blocks.13.adaln_proj.linear.comfy_quant": "METADATA",
116
+ "blocks.13.attn.k_norm.weight": "BF16",
117
+ "blocks.13.attn.out_proj.weight": "NVFP4",
118
+ "blocks.13.attn.out_proj.weight_scale": "FP32_SCALE",
119
+ "blocks.13.attn.out_proj.comfy_quant": "METADATA",
120
+ "blocks.13.attn.q_norm.weight": "BF16",
121
+ "blocks.13.attn.qkv_proj.weight": "NVFP4",
122
+ "blocks.13.attn.qkv_proj.weight_scale": "FP32_SCALE",
123
+ "blocks.13.attn.qkv_proj.comfy_quant": "METADATA",
124
+ "blocks.13.mlp.fc1.weight": "NVFP4",
125
+ "blocks.13.mlp.fc1.weight_scale": "FP32_SCALE",
126
+ "blocks.13.mlp.fc1.comfy_quant": "METADATA",
127
+ "blocks.13.mlp.fc2.weight": "NVFP4",
128
+ "blocks.13.mlp.fc2.weight_scale": "FP32_SCALE",
129
+ "blocks.13.mlp.fc2.comfy_quant": "METADATA",
130
+ "blocks.13.norm1.weight": "BF16",
131
+ "blocks.13.norm2.weight": "BF16",
132
+ "blocks.14.adaln_proj.linear.bias": "BF16",
133
+ "blocks.14.adaln_proj.linear.weight": "NVFP4",
134
+ "blocks.14.adaln_proj.linear.weight_scale": "FP32_SCALE",
135
+ "blocks.14.adaln_proj.linear.comfy_quant": "METADATA",
136
+ "blocks.14.attn.k_norm.weight": "BF16",
137
+ "blocks.14.attn.out_proj.weight": "NVFP4",
138
+ "blocks.14.attn.out_proj.weight_scale": "FP32_SCALE",
139
+ "blocks.14.attn.out_proj.comfy_quant": "METADATA",
140
+ "blocks.14.attn.q_norm.weight": "BF16",
141
+ "blocks.14.attn.qkv_proj.weight": "NVFP4",
142
+ "blocks.14.attn.qkv_proj.weight_scale": "FP32_SCALE",
143
+ "blocks.14.attn.qkv_proj.comfy_quant": "METADATA",
144
+ "blocks.14.mlp.fc1.weight": "NVFP4",
145
+ "blocks.14.mlp.fc1.weight_scale": "FP32_SCALE",
146
+ "blocks.14.mlp.fc1.comfy_quant": "METADATA",
147
+ "blocks.14.mlp.fc2.weight": "NVFP4",
148
+ "blocks.14.mlp.fc2.weight_scale": "FP32_SCALE",
149
+ "blocks.14.mlp.fc2.comfy_quant": "METADATA",
150
+ "blocks.14.norm1.weight": "BF16",
151
+ "blocks.14.norm2.weight": "BF16",
152
+ "blocks.15.adaln_proj.linear.bias": "BF16",
153
+ "blocks.15.adaln_proj.linear.weight": "NVFP4",
154
+ "blocks.15.adaln_proj.linear.weight_scale": "FP32_SCALE",
155
+ "blocks.15.adaln_proj.linear.comfy_quant": "METADATA",
156
+ "blocks.15.attn.k_norm.weight": "BF16",
157
+ "blocks.15.attn.out_proj.weight": "NVFP4",
158
+ "blocks.15.attn.out_proj.weight_scale": "FP32_SCALE",
159
+ "blocks.15.attn.out_proj.comfy_quant": "METADATA",
160
+ "blocks.15.attn.q_norm.weight": "BF16",
161
+ "blocks.15.attn.qkv_proj.weight": "NVFP4",
162
+ "blocks.15.attn.qkv_proj.weight_scale": "FP32_SCALE",
163
+ "blocks.15.attn.qkv_proj.comfy_quant": "METADATA",
164
+ "blocks.15.mlp.fc1.weight": "NVFP4",
165
+ "blocks.15.mlp.fc1.weight_scale": "FP32_SCALE",
166
+ "blocks.15.mlp.fc1.comfy_quant": "METADATA",
167
+ "blocks.15.mlp.fc2.weight": "NVFP4",
168
+ "blocks.15.mlp.fc2.weight_scale": "FP32_SCALE",
169
+ "blocks.15.mlp.fc2.comfy_quant": "METADATA",
170
+ "blocks.15.norm1.weight": "BF16",
171
+ "blocks.15.norm2.weight": "BF16",
172
+ "blocks.16.adaln_proj.linear.bias": "BF16",
173
+ "blocks.16.adaln_proj.linear.weight": "NVFP4",
174
+ "blocks.16.adaln_proj.linear.weight_scale": "FP32_SCALE",
175
+ "blocks.16.adaln_proj.linear.comfy_quant": "METADATA",
176
+ "blocks.16.attn.k_norm.weight": "BF16",
177
+ "blocks.16.attn.out_proj.weight": "NVFP4",
178
+ "blocks.16.attn.out_proj.weight_scale": "FP32_SCALE",
179
+ "blocks.16.attn.out_proj.comfy_quant": "METADATA",
180
+ "blocks.16.attn.q_norm.weight": "BF16",
181
+ "blocks.16.attn.qkv_proj.weight": "NVFP4",
182
+ "blocks.16.attn.qkv_proj.weight_scale": "FP32_SCALE",
183
+ "blocks.16.attn.qkv_proj.comfy_quant": "METADATA",
184
+ "blocks.16.mlp.fc1.weight": "NVFP4",
185
+ "blocks.16.mlp.fc1.weight_scale": "FP32_SCALE",
186
+ "blocks.16.mlp.fc1.comfy_quant": "METADATA",
187
+ "blocks.16.mlp.fc2.weight": "NVFP4",
188
+ "blocks.16.mlp.fc2.weight_scale": "FP32_SCALE",
189
+ "blocks.16.mlp.fc2.comfy_quant": "METADATA",
190
+ "blocks.16.norm1.weight": "BF16",
191
+ "blocks.16.norm2.weight": "BF16",
192
+ "blocks.17.adaln_proj.linear.bias": "BF16",
193
+ "blocks.17.adaln_proj.linear.weight": "NVFP4",
194
+ "blocks.17.adaln_proj.linear.weight_scale": "FP32_SCALE",
195
+ "blocks.17.adaln_proj.linear.comfy_quant": "METADATA",
196
+ "blocks.17.attn.k_norm.weight": "BF16",
197
+ "blocks.17.attn.out_proj.weight": "NVFP4",
198
+ "blocks.17.attn.out_proj.weight_scale": "FP32_SCALE",
199
+ "blocks.17.attn.out_proj.comfy_quant": "METADATA",
200
+ "blocks.17.attn.q_norm.weight": "BF16",
201
+ "blocks.17.attn.qkv_proj.weight": "NVFP4",
202
+ "blocks.17.attn.qkv_proj.weight_scale": "FP32_SCALE",
203
+ "blocks.17.attn.qkv_proj.comfy_quant": "METADATA",
204
+ "blocks.17.mlp.fc1.weight": "NVFP4",
205
+ "blocks.17.mlp.fc1.weight_scale": "FP32_SCALE",
206
+ "blocks.17.mlp.fc1.comfy_quant": "METADATA",
207
+ "blocks.17.mlp.fc2.weight": "NVFP4",
208
+ "blocks.17.mlp.fc2.weight_scale": "FP32_SCALE",
209
+ "blocks.17.mlp.fc2.comfy_quant": "METADATA",
210
+ "blocks.17.norm1.weight": "BF16",
211
+ "blocks.17.norm2.weight": "BF16",
212
+ "blocks.18.adaln_proj.linear.bias": "BF16",
213
+ "blocks.18.adaln_proj.linear.weight": "NVFP4",
214
+ "blocks.18.adaln_proj.linear.weight_scale": "FP32_SCALE",
215
+ "blocks.18.adaln_proj.linear.comfy_quant": "METADATA",
216
+ "blocks.18.attn.k_norm.weight": "BF16",
217
+ "blocks.18.attn.out_proj.weight": "NVFP4",
218
+ "blocks.18.attn.out_proj.weight_scale": "FP32_SCALE",
219
+ "blocks.18.attn.out_proj.comfy_quant": "METADATA",
220
+ "blocks.18.attn.q_norm.weight": "BF16",
221
+ "blocks.18.attn.qkv_proj.weight": "NVFP4",
222
+ "blocks.18.attn.qkv_proj.weight_scale": "FP32_SCALE",
223
+ "blocks.18.attn.qkv_proj.comfy_quant": "METADATA",
224
+ "blocks.18.mlp.fc1.weight": "NVFP4",
225
+ "blocks.18.mlp.fc1.weight_scale": "FP32_SCALE",
226
+ "blocks.18.mlp.fc1.comfy_quant": "METADATA",
227
+ "blocks.18.mlp.fc2.weight": "NVFP4",
228
+ "blocks.18.mlp.fc2.weight_scale": "FP32_SCALE",
229
+ "blocks.18.mlp.fc2.comfy_quant": "METADATA",
230
+ "blocks.18.norm1.weight": "BF16",
231
+ "blocks.18.norm2.weight": "BF16",
232
+ "blocks.19.adaln_proj.linear.bias": "BF16",
233
+ "blocks.19.adaln_proj.linear.weight": "NVFP4",
234
+ "blocks.19.adaln_proj.linear.weight_scale": "FP32_SCALE",
235
+ "blocks.19.adaln_proj.linear.comfy_quant": "METADATA",
236
+ "blocks.19.attn.k_norm.weight": "BF16",
237
+ "blocks.19.attn.out_proj.weight": "NVFP4",
238
+ "blocks.19.attn.out_proj.weight_scale": "FP32_SCALE",
239
+ "blocks.19.attn.out_proj.comfy_quant": "METADATA",
240
+ "blocks.19.attn.q_norm.weight": "BF16",
241
+ "blocks.19.attn.qkv_proj.weight": "NVFP4",
242
+ "blocks.19.attn.qkv_proj.weight_scale": "FP32_SCALE",
243
+ "blocks.19.attn.qkv_proj.comfy_quant": "METADATA",
244
+ "blocks.19.mlp.fc1.weight": "NVFP4",
245
+ "blocks.19.mlp.fc1.weight_scale": "FP32_SCALE",
246
+ "blocks.19.mlp.fc1.comfy_quant": "METADATA",
247
+ "blocks.19.mlp.fc2.weight": "NVFP4",
248
+ "blocks.19.mlp.fc2.weight_scale": "FP32_SCALE",
249
+ "blocks.19.mlp.fc2.comfy_quant": "METADATA",
250
+ "blocks.19.norm1.weight": "BF16",
251
+ "blocks.19.norm2.weight": "BF16",
252
+ "blocks.2.adaln_proj.linear.bias": "BF16",
253
+ "blocks.2.adaln_proj.linear.weight": "NVFP4",
254
+ "blocks.2.adaln_proj.linear.weight_scale": "FP32_SCALE",
255
+ "blocks.2.adaln_proj.linear.comfy_quant": "METADATA",
256
+ "blocks.2.attn.k_norm.weight": "BF16",
257
+ "blocks.2.attn.out_proj.weight": "NVFP4",
258
+ "blocks.2.attn.out_proj.weight_scale": "FP32_SCALE",
259
+ "blocks.2.attn.out_proj.comfy_quant": "METADATA",
260
+ "blocks.2.attn.q_norm.weight": "BF16",
261
+ "blocks.2.attn.qkv_proj.weight": "NVFP4",
262
+ "blocks.2.attn.qkv_proj.weight_scale": "FP32_SCALE",
263
+ "blocks.2.attn.qkv_proj.comfy_quant": "METADATA",
264
+ "blocks.2.mlp.fc1.weight": "NVFP4",
265
+ "blocks.2.mlp.fc1.weight_scale": "FP32_SCALE",
266
+ "blocks.2.mlp.fc1.comfy_quant": "METADATA",
267
+ "blocks.2.mlp.fc2.weight": "NVFP4",
268
+ "blocks.2.mlp.fc2.weight_scale": "FP32_SCALE",
269
+ "blocks.2.mlp.fc2.comfy_quant": "METADATA",
270
+ "blocks.2.norm1.weight": "BF16",
271
+ "blocks.2.norm2.weight": "BF16",
272
+ "blocks.20.adaln_proj.linear.bias": "BF16",
273
+ "blocks.20.adaln_proj.linear.weight": "NVFP4",
274
+ "blocks.20.adaln_proj.linear.weight_scale": "FP32_SCALE",
275
+ "blocks.20.adaln_proj.linear.comfy_quant": "METADATA",
276
+ "blocks.20.attn.k_norm.weight": "BF16",
277
+ "blocks.20.attn.out_proj.weight": "NVFP4",
278
+ "blocks.20.attn.out_proj.weight_scale": "FP32_SCALE",
279
+ "blocks.20.attn.out_proj.comfy_quant": "METADATA",
280
+ "blocks.20.attn.q_norm.weight": "BF16",
281
+ "blocks.20.attn.qkv_proj.weight": "NVFP4",
282
+ "blocks.20.attn.qkv_proj.weight_scale": "FP32_SCALE",
283
+ "blocks.20.attn.qkv_proj.comfy_quant": "METADATA",
284
+ "blocks.20.mlp.fc1.weight": "NVFP4",
285
+ "blocks.20.mlp.fc1.weight_scale": "FP32_SCALE",
286
+ "blocks.20.mlp.fc1.comfy_quant": "METADATA",
287
+ "blocks.20.mlp.fc2.weight": "NVFP4",
288
+ "blocks.20.mlp.fc2.weight_scale": "FP32_SCALE",
289
+ "blocks.20.mlp.fc2.comfy_quant": "METADATA",
290
+ "blocks.20.norm1.weight": "BF16",
291
+ "blocks.20.norm2.weight": "BF16",
292
+ "blocks.21.adaln_proj.linear.bias": "BF16",
293
+ "blocks.21.adaln_proj.linear.weight": "NVFP4",
294
+ "blocks.21.adaln_proj.linear.weight_scale": "FP32_SCALE",
295
+ "blocks.21.adaln_proj.linear.comfy_quant": "METADATA",
296
+ "blocks.21.attn.k_norm.weight": "BF16",
297
+ "blocks.21.attn.out_proj.weight": "NVFP4",
298
+ "blocks.21.attn.out_proj.weight_scale": "FP32_SCALE",
299
+ "blocks.21.attn.out_proj.comfy_quant": "METADATA",
300
+ "blocks.21.attn.q_norm.weight": "BF16",
301
+ "blocks.21.attn.qkv_proj.weight": "NVFP4",
302
+ "blocks.21.attn.qkv_proj.weight_scale": "FP32_SCALE",
303
+ "blocks.21.attn.qkv_proj.comfy_quant": "METADATA",
304
+ "blocks.21.mlp.fc1.weight": "NVFP4",
305
+ "blocks.21.mlp.fc1.weight_scale": "FP32_SCALE",
306
+ "blocks.21.mlp.fc1.comfy_quant": "METADATA",
307
+ "blocks.21.mlp.fc2.weight": "NVFP4",
308
+ "blocks.21.mlp.fc2.weight_scale": "FP32_SCALE",
309
+ "blocks.21.mlp.fc2.comfy_quant": "METADATA",
310
+ "blocks.21.norm1.weight": "BF16",
311
+ "blocks.21.norm2.weight": "BF16",
312
+ "blocks.22.adaln_proj.linear.bias": "BF16",
313
+ "blocks.22.adaln_proj.linear.weight": "NVFP4",
314
+ "blocks.22.adaln_proj.linear.weight_scale": "FP32_SCALE",
315
+ "blocks.22.adaln_proj.linear.comfy_quant": "METADATA",
316
+ "blocks.22.attn.k_norm.weight": "BF16",
317
+ "blocks.22.attn.out_proj.weight": "NVFP4",
318
+ "blocks.22.attn.out_proj.weight_scale": "FP32_SCALE",
319
+ "blocks.22.attn.out_proj.comfy_quant": "METADATA",
320
+ "blocks.22.attn.q_norm.weight": "BF16",
321
+ "blocks.22.attn.qkv_proj.weight": "NVFP4",
322
+ "blocks.22.attn.qkv_proj.weight_scale": "FP32_SCALE",
323
+ "blocks.22.attn.qkv_proj.comfy_quant": "METADATA",
324
+ "blocks.22.mlp.fc1.weight": "NVFP4",
325
+ "blocks.22.mlp.fc1.weight_scale": "FP32_SCALE",
326
+ "blocks.22.mlp.fc1.comfy_quant": "METADATA",
327
+ "blocks.22.mlp.fc2.weight": "NVFP4",
328
+ "blocks.22.mlp.fc2.weight_scale": "FP32_SCALE",
329
+ "blocks.22.mlp.fc2.comfy_quant": "METADATA",
330
+ "blocks.22.norm1.weight": "BF16",
331
+ "blocks.22.norm2.weight": "BF16",
332
+ "blocks.23.adaln_proj.linear.bias": "BF16",
333
+ "blocks.23.adaln_proj.linear.weight": "NVFP4",
334
+ "blocks.23.adaln_proj.linear.weight_scale": "FP32_SCALE",
335
+ "blocks.23.adaln_proj.linear.comfy_quant": "METADATA",
336
+ "blocks.23.attn.k_norm.weight": "BF16",
337
+ "blocks.23.attn.out_proj.weight": "NVFP4",
338
+ "blocks.23.attn.out_proj.weight_scale": "FP32_SCALE",
339
+ "blocks.23.attn.out_proj.comfy_quant": "METADATA",
340
+ "blocks.23.attn.q_norm.weight": "BF16",
341
+ "blocks.23.attn.qkv_proj.weight": "NVFP4",
342
+ "blocks.23.attn.qkv_proj.weight_scale": "FP32_SCALE",
343
+ "blocks.23.attn.qkv_proj.comfy_quant": "METADATA",
344
+ "blocks.23.mlp.fc1.weight": "NVFP4",
345
+ "blocks.23.mlp.fc1.weight_scale": "FP32_SCALE",
346
+ "blocks.23.mlp.fc1.comfy_quant": "METADATA",
347
+ "blocks.23.mlp.fc2.weight": "NVFP4",
348
+ "blocks.23.mlp.fc2.weight_scale": "FP32_SCALE",
349
+ "blocks.23.mlp.fc2.comfy_quant": "METADATA",
350
+ "blocks.23.norm1.weight": "BF16",
351
+ "blocks.23.norm2.weight": "BF16",
352
+ "blocks.24.adaln_proj.linear.bias": "BF16",
353
+ "blocks.24.adaln_proj.linear.weight": "NVFP4",
354
+ "blocks.24.adaln_proj.linear.weight_scale": "FP32_SCALE",
355
+ "blocks.24.adaln_proj.linear.comfy_quant": "METADATA",
356
+ "blocks.24.attn.k_norm.weight": "BF16",
357
+ "blocks.24.attn.out_proj.weight": "NVFP4",
358
+ "blocks.24.attn.out_proj.weight_scale": "FP32_SCALE",
359
+ "blocks.24.attn.out_proj.comfy_quant": "METADATA",
360
+ "blocks.24.attn.q_norm.weight": "BF16",
361
+ "blocks.24.attn.qkv_proj.weight": "NVFP4",
362
+ "blocks.24.attn.qkv_proj.weight_scale": "FP32_SCALE",
363
+ "blocks.24.attn.qkv_proj.comfy_quant": "METADATA",
364
+ "blocks.24.mlp.fc1.weight": "NVFP4",
365
+ "blocks.24.mlp.fc1.weight_scale": "FP32_SCALE",
366
+ "blocks.24.mlp.fc1.comfy_quant": "METADATA",
367
+ "blocks.24.mlp.fc2.weight": "NVFP4",
368
+ "blocks.24.mlp.fc2.weight_scale": "FP32_SCALE",
369
+ "blocks.24.mlp.fc2.comfy_quant": "METADATA",
370
+ "blocks.24.norm1.weight": "BF16",
371
+ "blocks.24.norm2.weight": "BF16",
372
+ "blocks.25.adaln_proj.linear.bias": "BF16",
373
+ "blocks.25.adaln_proj.linear.weight": "NVFP4",
374
+ "blocks.25.adaln_proj.linear.weight_scale": "FP32_SCALE",
375
+ "blocks.25.adaln_proj.linear.comfy_quant": "METADATA",
376
+ "blocks.25.attn.k_norm.weight": "BF16",
377
+ "blocks.25.attn.out_proj.weight": "NVFP4",
378
+ "blocks.25.attn.out_proj.weight_scale": "FP32_SCALE",
379
+ "blocks.25.attn.out_proj.comfy_quant": "METADATA",
380
+ "blocks.25.attn.q_norm.weight": "BF16",
381
+ "blocks.25.attn.qkv_proj.weight": "NVFP4",
382
+ "blocks.25.attn.qkv_proj.weight_scale": "FP32_SCALE",
383
+ "blocks.25.attn.qkv_proj.comfy_quant": "METADATA",
384
+ "blocks.25.mlp.fc1.weight": "NVFP4",
385
+ "blocks.25.mlp.fc1.weight_scale": "FP32_SCALE",
386
+ "blocks.25.mlp.fc1.comfy_quant": "METADATA",
387
+ "blocks.25.mlp.fc2.weight": "NVFP4",
388
+ "blocks.25.mlp.fc2.weight_scale": "FP32_SCALE",
389
+ "blocks.25.mlp.fc2.comfy_quant": "METADATA",
390
+ "blocks.25.norm1.weight": "BF16",
391
+ "blocks.25.norm2.weight": "BF16",
392
+ "blocks.26.adaln_proj.linear.bias": "BF16",
393
+ "blocks.26.adaln_proj.linear.weight": "NVFP4",
394
+ "blocks.26.adaln_proj.linear.weight_scale": "FP32_SCALE",
395
+ "blocks.26.adaln_proj.linear.comfy_quant": "METADATA",
396
+ "blocks.26.attn.k_norm.weight": "BF16",
397
+ "blocks.26.attn.out_proj.weight": "NVFP4",
398
+ "blocks.26.attn.out_proj.weight_scale": "FP32_SCALE",
399
+ "blocks.26.attn.out_proj.comfy_quant": "METADATA",
400
+ "blocks.26.attn.q_norm.weight": "BF16",
401
+ "blocks.26.attn.qkv_proj.weight": "NVFP4",
402
+ "blocks.26.attn.qkv_proj.weight_scale": "FP32_SCALE",
403
+ "blocks.26.attn.qkv_proj.comfy_quant": "METADATA",
404
+ "blocks.26.mlp.fc1.weight": "NVFP4",
405
+ "blocks.26.mlp.fc1.weight_scale": "FP32_SCALE",
406
+ "blocks.26.mlp.fc1.comfy_quant": "METADATA",
407
+ "blocks.26.mlp.fc2.weight": "NVFP4",
408
+ "blocks.26.mlp.fc2.weight_scale": "FP32_SCALE",
409
+ "blocks.26.mlp.fc2.comfy_quant": "METADATA",
410
+ "blocks.26.norm1.weight": "BF16",
411
+ "blocks.26.norm2.weight": "BF16",
412
+ "blocks.27.adaln_proj.linear.bias": "BF16",
413
+ "blocks.27.adaln_proj.linear.weight": "NVFP4",
414
+ "blocks.27.adaln_proj.linear.weight_scale": "FP32_SCALE",
415
+ "blocks.27.adaln_proj.linear.comfy_quant": "METADATA",
416
+ "blocks.27.attn.k_norm.weight": "BF16",
417
+ "blocks.27.attn.out_proj.weight": "NVFP4",
418
+ "blocks.27.attn.out_proj.weight_scale": "FP32_SCALE",
419
+ "blocks.27.attn.out_proj.comfy_quant": "METADATA",
420
+ "blocks.27.attn.q_norm.weight": "BF16",
421
+ "blocks.27.attn.qkv_proj.weight": "NVFP4",
422
+ "blocks.27.attn.qkv_proj.weight_scale": "FP32_SCALE",
423
+ "blocks.27.attn.qkv_proj.comfy_quant": "METADATA",
424
+ "blocks.27.mlp.fc1.weight": "NVFP4",
425
+ "blocks.27.mlp.fc1.weight_scale": "FP32_SCALE",
426
+ "blocks.27.mlp.fc1.comfy_quant": "METADATA",
427
+ "blocks.27.mlp.fc2.weight": "NVFP4",
428
+ "blocks.27.mlp.fc2.weight_scale": "FP32_SCALE",
429
+ "blocks.27.mlp.fc2.comfy_quant": "METADATA",
430
+ "blocks.27.norm1.weight": "BF16",
431
+ "blocks.27.norm2.weight": "BF16",
432
+ "blocks.28.adaln_proj.linear.bias": "BF16",
433
+ "blocks.28.adaln_proj.linear.weight": "NVFP4",
434
+ "blocks.28.adaln_proj.linear.weight_scale": "FP32_SCALE",
435
+ "blocks.28.adaln_proj.linear.comfy_quant": "METADATA",
436
+ "blocks.28.attn.k_norm.weight": "BF16",
437
+ "blocks.28.attn.out_proj.weight": "NVFP4",
438
+ "blocks.28.attn.out_proj.weight_scale": "FP32_SCALE",
439
+ "blocks.28.attn.out_proj.comfy_quant": "METADATA",
440
+ "blocks.28.attn.q_norm.weight": "BF16",
441
+ "blocks.28.attn.qkv_proj.weight": "NVFP4",
442
+ "blocks.28.attn.qkv_proj.weight_scale": "FP32_SCALE",
443
+ "blocks.28.attn.qkv_proj.comfy_quant": "METADATA",
444
+ "blocks.28.mlp.fc1.weight": "NVFP4",
445
+ "blocks.28.mlp.fc1.weight_scale": "FP32_SCALE",
446
+ "blocks.28.mlp.fc1.comfy_quant": "METADATA",
447
+ "blocks.28.mlp.fc2.weight": "NVFP4",
448
+ "blocks.28.mlp.fc2.weight_scale": "FP32_SCALE",
449
+ "blocks.28.mlp.fc2.comfy_quant": "METADATA",
450
+ "blocks.28.norm1.weight": "BF16",
451
+ "blocks.28.norm2.weight": "BF16",
452
+ "blocks.29.adaln_proj.linear.bias": "BF16",
453
+ "blocks.29.adaln_proj.linear.weight": "NVFP4",
454
+ "blocks.29.adaln_proj.linear.weight_scale": "FP32_SCALE",
455
+ "blocks.29.adaln_proj.linear.comfy_quant": "METADATA",
456
+ "blocks.29.attn.k_norm.weight": "BF16",
457
+ "blocks.29.attn.out_proj.weight": "NVFP4",
458
+ "blocks.29.attn.out_proj.weight_scale": "FP32_SCALE",
459
+ "blocks.29.attn.out_proj.comfy_quant": "METADATA",
460
+ "blocks.29.attn.q_norm.weight": "BF16",
461
+ "blocks.29.attn.qkv_proj.weight": "NVFP4",
462
+ "blocks.29.attn.qkv_proj.weight_scale": "FP32_SCALE",
463
+ "blocks.29.attn.qkv_proj.comfy_quant": "METADATA",
464
+ "blocks.29.mlp.fc1.weight": "NVFP4",
465
+ "blocks.29.mlp.fc1.weight_scale": "FP32_SCALE",
466
+ "blocks.29.mlp.fc1.comfy_quant": "METADATA",
467
+ "blocks.29.mlp.fc2.weight": "NVFP4",
468
+ "blocks.29.mlp.fc2.weight_scale": "FP32_SCALE",
469
+ "blocks.29.mlp.fc2.comfy_quant": "METADATA",
470
+ "blocks.29.norm1.weight": "BF16",
471
+ "blocks.29.norm2.weight": "BF16",
472
+ "blocks.3.adaln_proj.linear.bias": "BF16",
473
+ "blocks.3.adaln_proj.linear.weight": "NVFP4",
474
+ "blocks.3.adaln_proj.linear.weight_scale": "FP32_SCALE",
475
+ "blocks.3.adaln_proj.linear.comfy_quant": "METADATA",
476
+ "blocks.3.attn.k_norm.weight": "BF16",
477
+ "blocks.3.attn.out_proj.weight": "NVFP4",
478
+ "blocks.3.attn.out_proj.weight_scale": "FP32_SCALE",
479
+ "blocks.3.attn.out_proj.comfy_quant": "METADATA",
480
+ "blocks.3.attn.q_norm.weight": "BF16",
481
+ "blocks.3.attn.qkv_proj.weight": "NVFP4",
482
+ "blocks.3.attn.qkv_proj.weight_scale": "FP32_SCALE",
483
+ "blocks.3.attn.qkv_proj.comfy_quant": "METADATA",
484
+ "blocks.3.mlp.fc1.weight": "NVFP4",
485
+ "blocks.3.mlp.fc1.weight_scale": "FP32_SCALE",
486
+ "blocks.3.mlp.fc1.comfy_quant": "METADATA",
487
+ "blocks.3.mlp.fc2.weight": "NVFP4",
488
+ "blocks.3.mlp.fc2.weight_scale": "FP32_SCALE",
489
+ "blocks.3.mlp.fc2.comfy_quant": "METADATA",
490
+ "blocks.3.norm1.weight": "BF16",
491
+ "blocks.3.norm2.weight": "BF16",
492
+ "blocks.30.adaln_proj.linear.bias": "BF16",
493
+ "blocks.30.adaln_proj.linear.weight": "NVFP4",
494
+ "blocks.30.adaln_proj.linear.weight_scale": "FP32_SCALE",
495
+ "blocks.30.adaln_proj.linear.comfy_quant": "METADATA",
496
+ "blocks.30.attn.k_norm.weight": "BF16",
497
+ "blocks.30.attn.out_proj.weight": "NVFP4",
498
+ "blocks.30.attn.out_proj.weight_scale": "FP32_SCALE",
499
+ "blocks.30.attn.out_proj.comfy_quant": "METADATA",
500
+ "blocks.30.attn.q_norm.weight": "BF16",
501
+ "blocks.30.attn.qkv_proj.weight": "NVFP4",
502
+ "blocks.30.attn.qkv_proj.weight_scale": "FP32_SCALE",
503
+ "blocks.30.attn.qkv_proj.comfy_quant": "METADATA",
504
+ "blocks.30.mlp.fc1.weight": "NVFP4",
505
+ "blocks.30.mlp.fc1.weight_scale": "FP32_SCALE",
506
+ "blocks.30.mlp.fc1.comfy_quant": "METADATA",
507
+ "blocks.30.mlp.fc2.weight": "NVFP4",
508
+ "blocks.30.mlp.fc2.weight_scale": "FP32_SCALE",
509
+ "blocks.30.mlp.fc2.comfy_quant": "METADATA",
510
+ "blocks.30.norm1.weight": "BF16",
511
+ "blocks.30.norm2.weight": "BF16",
512
+ "blocks.31.adaln_proj.linear.bias": "BF16",
513
+ "blocks.31.adaln_proj.linear.weight": "NVFP4",
514
+ "blocks.31.adaln_proj.linear.weight_scale": "FP32_SCALE",
515
+ "blocks.31.adaln_proj.linear.comfy_quant": "METADATA",
516
+ "blocks.31.attn.k_norm.weight": "BF16",
517
+ "blocks.31.attn.out_proj.weight": "NVFP4",
518
+ "blocks.31.attn.out_proj.weight_scale": "FP32_SCALE",
519
+ "blocks.31.attn.out_proj.comfy_quant": "METADATA",
520
+ "blocks.31.attn.q_norm.weight": "BF16",
521
+ "blocks.31.attn.qkv_proj.weight": "NVFP4",
522
+ "blocks.31.attn.qkv_proj.weight_scale": "FP32_SCALE",
523
+ "blocks.31.attn.qkv_proj.comfy_quant": "METADATA",
524
+ "blocks.31.mlp.fc1.weight": "NVFP4",
525
+ "blocks.31.mlp.fc1.weight_scale": "FP32_SCALE",
526
+ "blocks.31.mlp.fc1.comfy_quant": "METADATA",
527
+ "blocks.31.mlp.fc2.weight": "NVFP4",
528
+ "blocks.31.mlp.fc2.weight_scale": "FP32_SCALE",
529
+ "blocks.31.mlp.fc2.comfy_quant": "METADATA",
530
+ "blocks.31.norm1.weight": "BF16",
531
+ "blocks.31.norm2.weight": "BF16",
532
+ "blocks.32.adaln_proj.linear.bias": "BF16",
533
+ "blocks.32.adaln_proj.linear.weight": "NVFP4",
534
+ "blocks.32.adaln_proj.linear.weight_scale": "FP32_SCALE",
535
+ "blocks.32.adaln_proj.linear.comfy_quant": "METADATA",
536
+ "blocks.32.attn.k_norm.weight": "BF16",
537
+ "blocks.32.attn.out_proj.weight": "NVFP4",
538
+ "blocks.32.attn.out_proj.weight_scale": "FP32_SCALE",
539
+ "blocks.32.attn.out_proj.comfy_quant": "METADATA",
540
+ "blocks.32.attn.q_norm.weight": "BF16",
541
+ "blocks.32.attn.qkv_proj.weight": "NVFP4",
542
+ "blocks.32.attn.qkv_proj.weight_scale": "FP32_SCALE",
543
+ "blocks.32.attn.qkv_proj.comfy_quant": "METADATA",
544
+ "blocks.32.mlp.fc1.weight": "NVFP4",
545
+ "blocks.32.mlp.fc1.weight_scale": "FP32_SCALE",
546
+ "blocks.32.mlp.fc1.comfy_quant": "METADATA",
547
+ "blocks.32.mlp.fc2.weight": "NVFP4",
548
+ "blocks.32.mlp.fc2.weight_scale": "FP32_SCALE",
549
+ "blocks.32.mlp.fc2.comfy_quant": "METADATA",
550
+ "blocks.32.norm1.weight": "BF16",
551
+ "blocks.32.norm2.weight": "BF16",
552
+ "blocks.33.adaln_proj.linear.bias": "BF16",
553
+ "blocks.33.adaln_proj.linear.weight": "NVFP4",
554
+ "blocks.33.adaln_proj.linear.weight_scale": "FP32_SCALE",
555
+ "blocks.33.adaln_proj.linear.comfy_quant": "METADATA",
556
+ "blocks.33.attn.k_norm.weight": "BF16",
557
+ "blocks.33.attn.out_proj.weight": "NVFP4",
558
+ "blocks.33.attn.out_proj.weight_scale": "FP32_SCALE",
559
+ "blocks.33.attn.out_proj.comfy_quant": "METADATA",
560
+ "blocks.33.attn.q_norm.weight": "BF16",
561
+ "blocks.33.attn.qkv_proj.weight": "NVFP4",
562
+ "blocks.33.attn.qkv_proj.weight_scale": "FP32_SCALE",
563
+ "blocks.33.attn.qkv_proj.comfy_quant": "METADATA",
564
+ "blocks.33.mlp.fc1.weight": "NVFP4",
565
+ "blocks.33.mlp.fc1.weight_scale": "FP32_SCALE",
566
+ "blocks.33.mlp.fc1.comfy_quant": "METADATA",
567
+ "blocks.33.mlp.fc2.weight": "NVFP4",
568
+ "blocks.33.mlp.fc2.weight_scale": "FP32_SCALE",
569
+ "blocks.33.mlp.fc2.comfy_quant": "METADATA",
570
+ "blocks.33.norm1.weight": "BF16",
571
+ "blocks.33.norm2.weight": "BF16",
572
+ "blocks.34.adaln_proj.linear.bias": "BF16",
573
+ "blocks.34.adaln_proj.linear.weight": "NVFP4",
574
+ "blocks.34.adaln_proj.linear.weight_scale": "FP32_SCALE",
575
+ "blocks.34.adaln_proj.linear.comfy_quant": "METADATA",
576
+ "blocks.34.attn.k_norm.weight": "BF16",
577
+ "blocks.34.attn.out_proj.weight": "NVFP4",
578
+ "blocks.34.attn.out_proj.weight_scale": "FP32_SCALE",
579
+ "blocks.34.attn.out_proj.comfy_quant": "METADATA",
580
+ "blocks.34.attn.q_norm.weight": "BF16",
581
+ "blocks.34.attn.qkv_proj.weight": "NVFP4",
582
+ "blocks.34.attn.qkv_proj.weight_scale": "FP32_SCALE",
583
+ "blocks.34.attn.qkv_proj.comfy_quant": "METADATA",
584
+ "blocks.34.mlp.fc1.weight": "NVFP4",
585
+ "blocks.34.mlp.fc1.weight_scale": "FP32_SCALE",
586
+ "blocks.34.mlp.fc1.comfy_quant": "METADATA",
587
+ "blocks.34.mlp.fc2.weight": "NVFP4",
588
+ "blocks.34.mlp.fc2.weight_scale": "FP32_SCALE",
589
+ "blocks.34.mlp.fc2.comfy_quant": "METADATA",
590
+ "blocks.34.norm1.weight": "BF16",
591
+ "blocks.34.norm2.weight": "BF16",
592
+ "blocks.35.adaln_proj.linear.bias": "BF16",
593
+ "blocks.35.adaln_proj.linear.weight": "NVFP4",
594
+ "blocks.35.adaln_proj.linear.weight_scale": "FP32_SCALE",
595
+ "blocks.35.adaln_proj.linear.comfy_quant": "METADATA",
596
+ "blocks.35.attn.k_norm.weight": "BF16",
597
+ "blocks.35.attn.out_proj.weight": "NVFP4",
598
+ "blocks.35.attn.out_proj.weight_scale": "FP32_SCALE",
599
+ "blocks.35.attn.out_proj.comfy_quant": "METADATA",
600
+ "blocks.35.attn.q_norm.weight": "BF16",
601
+ "blocks.35.attn.qkv_proj.weight": "NVFP4",
602
+ "blocks.35.attn.qkv_proj.weight_scale": "FP32_SCALE",
603
+ "blocks.35.attn.qkv_proj.comfy_quant": "METADATA",
604
+ "blocks.35.mlp.fc1.weight": "NVFP4",
605
+ "blocks.35.mlp.fc1.weight_scale": "FP32_SCALE",
606
+ "blocks.35.mlp.fc1.comfy_quant": "METADATA",
607
+ "blocks.35.mlp.fc2.weight": "NVFP4",
608
+ "blocks.35.mlp.fc2.weight_scale": "FP32_SCALE",
609
+ "blocks.35.mlp.fc2.comfy_quant": "METADATA",
610
+ "blocks.35.norm1.weight": "BF16",
611
+ "blocks.35.norm2.weight": "BF16",
612
+ "blocks.36.adaln_proj.linear.bias": "BF16",
613
+ "blocks.36.adaln_proj.linear.weight": "NVFP4",
614
+ "blocks.36.adaln_proj.linear.weight_scale": "FP32_SCALE",
615
+ "blocks.36.adaln_proj.linear.comfy_quant": "METADATA",
616
+ "blocks.36.attn.k_norm.weight": "BF16",
617
+ "blocks.36.attn.out_proj.weight": "NVFP4",
618
+ "blocks.36.attn.out_proj.weight_scale": "FP32_SCALE",
619
+ "blocks.36.attn.out_proj.comfy_quant": "METADATA",
620
+ "blocks.36.attn.q_norm.weight": "BF16",
621
+ "blocks.36.attn.qkv_proj.weight": "NVFP4",
622
+ "blocks.36.attn.qkv_proj.weight_scale": "FP32_SCALE",
623
+ "blocks.36.attn.qkv_proj.comfy_quant": "METADATA",
624
+ "blocks.36.mlp.fc1.weight": "NVFP4",
625
+ "blocks.36.mlp.fc1.weight_scale": "FP32_SCALE",
626
+ "blocks.36.mlp.fc1.comfy_quant": "METADATA",
627
+ "blocks.36.mlp.fc2.weight": "NVFP4",
628
+ "blocks.36.mlp.fc2.weight_scale": "FP32_SCALE",
629
+ "blocks.36.mlp.fc2.comfy_quant": "METADATA",
630
+ "blocks.36.norm1.weight": "BF16",
631
+ "blocks.36.norm2.weight": "BF16",
632
+ "blocks.37.adaln_proj.linear.bias": "BF16",
633
+ "blocks.37.adaln_proj.linear.weight": "NVFP4",
634
+ "blocks.37.adaln_proj.linear.weight_scale": "FP32_SCALE",
635
+ "blocks.37.adaln_proj.linear.comfy_quant": "METADATA",
636
+ "blocks.37.attn.k_norm.weight": "BF16",
637
+ "blocks.37.attn.out_proj.weight": "NVFP4",
638
+ "blocks.37.attn.out_proj.weight_scale": "FP32_SCALE",
639
+ "blocks.37.attn.out_proj.comfy_quant": "METADATA",
640
+ "blocks.37.attn.q_norm.weight": "BF16",
641
+ "blocks.37.attn.qkv_proj.weight": "NVFP4",
642
+ "blocks.37.attn.qkv_proj.weight_scale": "FP32_SCALE",
643
+ "blocks.37.attn.qkv_proj.comfy_quant": "METADATA",
644
+ "blocks.37.mlp.fc1.weight": "NVFP4",
645
+ "blocks.37.mlp.fc1.weight_scale": "FP32_SCALE",
646
+ "blocks.37.mlp.fc1.comfy_quant": "METADATA",
647
+ "blocks.37.mlp.fc2.weight": "NVFP4",
648
+ "blocks.37.mlp.fc2.weight_scale": "FP32_SCALE",
649
+ "blocks.37.mlp.fc2.comfy_quant": "METADATA",
650
+ "blocks.37.norm1.weight": "BF16",
651
+ "blocks.37.norm2.weight": "BF16",
652
+ "blocks.38.adaln_proj.linear.bias": "BF16",
653
+ "blocks.38.adaln_proj.linear.weight": "NVFP4",
654
+ "blocks.38.adaln_proj.linear.weight_scale": "FP32_SCALE",
655
+ "blocks.38.adaln_proj.linear.comfy_quant": "METADATA",
656
+ "blocks.38.attn.k_norm.weight": "BF16",
657
+ "blocks.38.attn.out_proj.weight": "NVFP4",
658
+ "blocks.38.attn.out_proj.weight_scale": "FP32_SCALE",
659
+ "blocks.38.attn.out_proj.comfy_quant": "METADATA",
660
+ "blocks.38.attn.q_norm.weight": "BF16",
661
+ "blocks.38.attn.qkv_proj.weight": "NVFP4",
662
+ "blocks.38.attn.qkv_proj.weight_scale": "FP32_SCALE",
663
+ "blocks.38.attn.qkv_proj.comfy_quant": "METADATA",
664
+ "blocks.38.mlp.fc1.weight": "NVFP4",
665
+ "blocks.38.mlp.fc1.weight_scale": "FP32_SCALE",
666
+ "blocks.38.mlp.fc1.comfy_quant": "METADATA",
667
+ "blocks.38.mlp.fc2.weight": "NVFP4",
668
+ "blocks.38.mlp.fc2.weight_scale": "FP32_SCALE",
669
+ "blocks.38.mlp.fc2.comfy_quant": "METADATA",
670
+ "blocks.38.norm1.weight": "BF16",
671
+ "blocks.38.norm2.weight": "BF16",
672
+ "blocks.39.adaln_proj.linear.bias": "BF16",
673
+ "blocks.39.adaln_proj.linear.weight": "NVFP4",
674
+ "blocks.39.adaln_proj.linear.weight_scale": "FP32_SCALE",
675
+ "blocks.39.adaln_proj.linear.comfy_quant": "METADATA",
676
+ "blocks.39.attn.k_norm.weight": "BF16",
677
+ "blocks.39.attn.out_proj.weight": "NVFP4",
678
+ "blocks.39.attn.out_proj.weight_scale": "FP32_SCALE",
679
+ "blocks.39.attn.out_proj.comfy_quant": "METADATA",
680
+ "blocks.39.attn.q_norm.weight": "BF16",
681
+ "blocks.39.attn.qkv_proj.weight": "NVFP4",
682
+ "blocks.39.attn.qkv_proj.weight_scale": "FP32_SCALE",
683
+ "blocks.39.attn.qkv_proj.comfy_quant": "METADATA",
684
+ "blocks.39.mlp.fc1.weight": "NVFP4",
685
+ "blocks.39.mlp.fc1.weight_scale": "FP32_SCALE",
686
+ "blocks.39.mlp.fc1.comfy_quant": "METADATA",
687
+ "blocks.39.mlp.fc2.weight": "NVFP4",
688
+ "blocks.39.mlp.fc2.weight_scale": "FP32_SCALE",
689
+ "blocks.39.mlp.fc2.comfy_quant": "METADATA",
690
+ "blocks.39.norm1.weight": "BF16",
691
+ "blocks.39.norm2.weight": "BF16",
692
+ "blocks.4.adaln_proj.linear.bias": "BF16",
693
+ "blocks.4.adaln_proj.linear.weight": "NVFP4",
694
+ "blocks.4.adaln_proj.linear.weight_scale": "FP32_SCALE",
695
+ "blocks.4.adaln_proj.linear.comfy_quant": "METADATA",
696
+ "blocks.4.attn.k_norm.weight": "BF16",
697
+ "blocks.4.attn.out_proj.weight": "NVFP4",
698
+ "blocks.4.attn.out_proj.weight_scale": "FP32_SCALE",
699
+ "blocks.4.attn.out_proj.comfy_quant": "METADATA",
700
+ "blocks.4.attn.q_norm.weight": "BF16",
701
+ "blocks.4.attn.qkv_proj.weight": "NVFP4",
702
+ "blocks.4.attn.qkv_proj.weight_scale": "FP32_SCALE",
703
+ "blocks.4.attn.qkv_proj.comfy_quant": "METADATA",
704
+ "blocks.4.mlp.fc1.weight": "NVFP4",
705
+ "blocks.4.mlp.fc1.weight_scale": "FP32_SCALE",
706
+ "blocks.4.mlp.fc1.comfy_quant": "METADATA",
707
+ "blocks.4.mlp.fc2.weight": "NVFP4",
708
+ "blocks.4.mlp.fc2.weight_scale": "FP32_SCALE",
709
+ "blocks.4.mlp.fc2.comfy_quant": "METADATA",
710
+ "blocks.4.norm1.weight": "BF16",
711
+ "blocks.4.norm2.weight": "BF16",
712
+ "blocks.40.adaln_proj.linear.bias": "BF16",
713
+ "blocks.40.adaln_proj.linear.weight": "NVFP4",
714
+ "blocks.40.adaln_proj.linear.weight_scale": "FP32_SCALE",
715
+ "blocks.40.adaln_proj.linear.comfy_quant": "METADATA",
716
+ "blocks.40.attn.k_norm.weight": "BF16",
717
+ "blocks.40.attn.out_proj.weight": "NVFP4",
718
+ "blocks.40.attn.out_proj.weight_scale": "FP32_SCALE",
719
+ "blocks.40.attn.out_proj.comfy_quant": "METADATA",
720
+ "blocks.40.attn.q_norm.weight": "BF16",
721
+ "blocks.40.attn.qkv_proj.weight": "NVFP4",
722
+ "blocks.40.attn.qkv_proj.weight_scale": "FP32_SCALE",
723
+ "blocks.40.attn.qkv_proj.comfy_quant": "METADATA",
724
+ "blocks.40.mlp.fc1.weight": "NVFP4",
725
+ "blocks.40.mlp.fc1.weight_scale": "FP32_SCALE",
726
+ "blocks.40.mlp.fc1.comfy_quant": "METADATA",
727
+ "blocks.40.mlp.fc2.weight": "NVFP4",
728
+ "blocks.40.mlp.fc2.weight_scale": "FP32_SCALE",
729
+ "blocks.40.mlp.fc2.comfy_quant": "METADATA",
730
+ "blocks.40.norm1.weight": "BF16",
731
+ "blocks.40.norm2.weight": "BF16",
732
+ "blocks.41.adaln_proj.linear.bias": "BF16",
733
+ "blocks.41.adaln_proj.linear.weight": "NVFP4",
734
+ "blocks.41.adaln_proj.linear.weight_scale": "FP32_SCALE",
735
+ "blocks.41.adaln_proj.linear.comfy_quant": "METADATA",
736
+ "blocks.41.attn.k_norm.weight": "BF16",
737
+ "blocks.41.attn.out_proj.weight": "NVFP4",
738
+ "blocks.41.attn.out_proj.weight_scale": "FP32_SCALE",
739
+ "blocks.41.attn.out_proj.comfy_quant": "METADATA",
740
+ "blocks.41.attn.q_norm.weight": "BF16",
741
+ "blocks.41.attn.qkv_proj.weight": "NVFP4",
742
+ "blocks.41.attn.qkv_proj.weight_scale": "FP32_SCALE",
743
+ "blocks.41.attn.qkv_proj.comfy_quant": "METADATA",
744
+ "blocks.41.mlp.fc1.weight": "NVFP4",
745
+ "blocks.41.mlp.fc1.weight_scale": "FP32_SCALE",
746
+ "blocks.41.mlp.fc1.comfy_quant": "METADATA",
747
+ "blocks.41.mlp.fc2.weight": "NVFP4",
748
+ "blocks.41.mlp.fc2.weight_scale": "FP32_SCALE",
749
+ "blocks.41.mlp.fc2.comfy_quant": "METADATA",
750
+ "blocks.41.norm1.weight": "BF16",
751
+ "blocks.41.norm2.weight": "BF16",
752
+ "blocks.42.adaln_proj.linear.bias": "BF16",
753
+ "blocks.42.adaln_proj.linear.weight": "NVFP4",
754
+ "blocks.42.adaln_proj.linear.weight_scale": "FP32_SCALE",
755
+ "blocks.42.adaln_proj.linear.comfy_quant": "METADATA",
756
+ "blocks.42.attn.k_norm.weight": "BF16",
757
+ "blocks.42.attn.out_proj.weight": "NVFP4",
758
+ "blocks.42.attn.out_proj.weight_scale": "FP32_SCALE",
759
+ "blocks.42.attn.out_proj.comfy_quant": "METADATA",
760
+ "blocks.42.attn.q_norm.weight": "BF16",
761
+ "blocks.42.attn.qkv_proj.weight": "NVFP4",
762
+ "blocks.42.attn.qkv_proj.weight_scale": "FP32_SCALE",
763
+ "blocks.42.attn.qkv_proj.comfy_quant": "METADATA",
764
+ "blocks.42.mlp.fc1.weight": "NVFP4",
765
+ "blocks.42.mlp.fc1.weight_scale": "FP32_SCALE",
766
+ "blocks.42.mlp.fc1.comfy_quant": "METADATA",
767
+ "blocks.42.mlp.fc2.weight": "NVFP4",
768
+ "blocks.42.mlp.fc2.weight_scale": "FP32_SCALE",
769
+ "blocks.42.mlp.fc2.comfy_quant": "METADATA",
770
+ "blocks.42.norm1.weight": "BF16",
771
+ "blocks.42.norm2.weight": "BF16",
772
+ "blocks.43.adaln_proj.linear.bias": "BF16",
773
+ "blocks.43.adaln_proj.linear.weight": "NVFP4",
774
+ "blocks.43.adaln_proj.linear.weight_scale": "FP32_SCALE",
775
+ "blocks.43.adaln_proj.linear.comfy_quant": "METADATA",
776
+ "blocks.43.attn.k_norm.weight": "BF16",
777
+ "blocks.43.attn.out_proj.weight": "NVFP4",
778
+ "blocks.43.attn.out_proj.weight_scale": "FP32_SCALE",
779
+ "blocks.43.attn.out_proj.comfy_quant": "METADATA",
780
+ "blocks.43.attn.q_norm.weight": "BF16",
781
+ "blocks.43.attn.qkv_proj.weight": "NVFP4",
782
+ "blocks.43.attn.qkv_proj.weight_scale": "FP32_SCALE",
783
+ "blocks.43.attn.qkv_proj.comfy_quant": "METADATA",
784
+ "blocks.43.mlp.fc1.weight": "NVFP4",
785
+ "blocks.43.mlp.fc1.weight_scale": "FP32_SCALE",
786
+ "blocks.43.mlp.fc1.comfy_quant": "METADATA",
787
+ "blocks.43.mlp.fc2.weight": "NVFP4",
788
+ "blocks.43.mlp.fc2.weight_scale": "FP32_SCALE",
789
+ "blocks.43.mlp.fc2.comfy_quant": "METADATA",
790
+ "blocks.43.norm1.weight": "BF16",
791
+ "blocks.43.norm2.weight": "BF16",
792
+ "blocks.44.adaln_proj.linear.bias": "BF16",
793
+ "blocks.44.adaln_proj.linear.weight": "NVFP4",
794
+ "blocks.44.adaln_proj.linear.weight_scale": "FP32_SCALE",
795
+ "blocks.44.adaln_proj.linear.comfy_quant": "METADATA",
796
+ "blocks.44.attn.k_norm.weight": "BF16",
797
+ "blocks.44.attn.out_proj.weight": "NVFP4",
798
+ "blocks.44.attn.out_proj.weight_scale": "FP32_SCALE",
799
+ "blocks.44.attn.out_proj.comfy_quant": "METADATA",
800
+ "blocks.44.attn.q_norm.weight": "BF16",
801
+ "blocks.44.attn.qkv_proj.weight": "NVFP4",
802
+ "blocks.44.attn.qkv_proj.weight_scale": "FP32_SCALE",
803
+ "blocks.44.attn.qkv_proj.comfy_quant": "METADATA",
804
+ "blocks.44.mlp.fc1.weight": "NVFP4",
805
+ "blocks.44.mlp.fc1.weight_scale": "FP32_SCALE",
806
+ "blocks.44.mlp.fc1.comfy_quant": "METADATA",
807
+ "blocks.44.mlp.fc2.weight": "NVFP4",
808
+ "blocks.44.mlp.fc2.weight_scale": "FP32_SCALE",
809
+ "blocks.44.mlp.fc2.comfy_quant": "METADATA",
810
+ "blocks.44.norm1.weight": "BF16",
811
+ "blocks.44.norm2.weight": "BF16",
812
+ "blocks.45.adaln_proj.linear.bias": "BF16",
813
+ "blocks.45.adaln_proj.linear.weight": "NVFP4",
814
+ "blocks.45.adaln_proj.linear.weight_scale": "FP32_SCALE",
815
+ "blocks.45.adaln_proj.linear.comfy_quant": "METADATA",
816
+ "blocks.45.attn.k_norm.weight": "BF16",
817
+ "blocks.45.attn.out_proj.weight": "NVFP4",
818
+ "blocks.45.attn.out_proj.weight_scale": "FP32_SCALE",
819
+ "blocks.45.attn.out_proj.comfy_quant": "METADATA",
820
+ "blocks.45.attn.q_norm.weight": "BF16",
821
+ "blocks.45.attn.qkv_proj.weight": "NVFP4",
822
+ "blocks.45.attn.qkv_proj.weight_scale": "FP32_SCALE",
823
+ "blocks.45.attn.qkv_proj.comfy_quant": "METADATA",
824
+ "blocks.45.mlp.fc1.weight": "NVFP4",
825
+ "blocks.45.mlp.fc1.weight_scale": "FP32_SCALE",
826
+ "blocks.45.mlp.fc1.comfy_quant": "METADATA",
827
+ "blocks.45.mlp.fc2.weight": "NVFP4",
828
+ "blocks.45.mlp.fc2.weight_scale": "FP32_SCALE",
829
+ "blocks.45.mlp.fc2.comfy_quant": "METADATA",
830
+ "blocks.45.norm1.weight": "BF16",
831
+ "blocks.45.norm2.weight": "BF16",
832
+ "blocks.46.adaln_proj.linear.bias": "BF16",
833
+ "blocks.46.adaln_proj.linear.weight": "NVFP4",
834
+ "blocks.46.adaln_proj.linear.weight_scale": "FP32_SCALE",
835
+ "blocks.46.adaln_proj.linear.comfy_quant": "METADATA",
836
+ "blocks.46.attn.k_norm.weight": "BF16",
837
+ "blocks.46.attn.out_proj.weight": "NVFP4",
838
+ "blocks.46.attn.out_proj.weight_scale": "FP32_SCALE",
839
+ "blocks.46.attn.out_proj.comfy_quant": "METADATA",
840
+ "blocks.46.attn.q_norm.weight": "BF16",
841
+ "blocks.46.attn.qkv_proj.weight": "NVFP4",
842
+ "blocks.46.attn.qkv_proj.weight_scale": "FP32_SCALE",
843
+ "blocks.46.attn.qkv_proj.comfy_quant": "METADATA",
844
+ "blocks.46.mlp.fc1.weight": "NVFP4",
845
+ "blocks.46.mlp.fc1.weight_scale": "FP32_SCALE",
846
+ "blocks.46.mlp.fc1.comfy_quant": "METADATA",
847
+ "blocks.46.mlp.fc2.weight": "NVFP4",
848
+ "blocks.46.mlp.fc2.weight_scale": "FP32_SCALE",
849
+ "blocks.46.mlp.fc2.comfy_quant": "METADATA",
850
+ "blocks.46.norm1.weight": "BF16",
851
+ "blocks.46.norm2.weight": "BF16",
852
+ "blocks.47.adaln_proj.linear.bias": "BF16",
853
+ "blocks.47.adaln_proj.linear.weight": "NVFP4",
854
+ "blocks.47.adaln_proj.linear.weight_scale": "FP32_SCALE",
855
+ "blocks.47.adaln_proj.linear.comfy_quant": "METADATA",
856
+ "blocks.47.attn.k_norm.weight": "BF16",
857
+ "blocks.47.attn.out_proj.weight": "NVFP4",
858
+ "blocks.47.attn.out_proj.weight_scale": "FP32_SCALE",
859
+ "blocks.47.attn.out_proj.comfy_quant": "METADATA",
860
+ "blocks.47.attn.q_norm.weight": "BF16",
861
+ "blocks.47.attn.qkv_proj.weight": "NVFP4",
862
+ "blocks.47.attn.qkv_proj.weight_scale": "FP32_SCALE",
863
+ "blocks.47.attn.qkv_proj.comfy_quant": "METADATA",
864
+ "blocks.47.mlp.fc1.weight": "NVFP4",
865
+ "blocks.47.mlp.fc1.weight_scale": "FP32_SCALE",
866
+ "blocks.47.mlp.fc1.comfy_quant": "METADATA",
867
+ "blocks.47.mlp.fc2.weight": "NVFP4",
868
+ "blocks.47.mlp.fc2.weight_scale": "FP32_SCALE",
869
+ "blocks.47.mlp.fc2.comfy_quant": "METADATA",
870
+ "blocks.47.norm1.weight": "BF16",
871
+ "blocks.47.norm2.weight": "BF16",
872
+ "blocks.48.adaln_proj.linear.bias": "BF16",
873
+ "blocks.48.adaln_proj.linear.weight": "NVFP4",
874
+ "blocks.48.adaln_proj.linear.weight_scale": "FP32_SCALE",
875
+ "blocks.48.adaln_proj.linear.comfy_quant": "METADATA",
876
+ "blocks.48.attn.k_norm.weight": "BF16",
877
+ "blocks.48.attn.out_proj.weight": "NVFP4",
878
+ "blocks.48.attn.out_proj.weight_scale": "FP32_SCALE",
879
+ "blocks.48.attn.out_proj.comfy_quant": "METADATA",
880
+ "blocks.48.attn.q_norm.weight": "BF16",
881
+ "blocks.48.attn.qkv_proj.weight": "NVFP4",
882
+ "blocks.48.attn.qkv_proj.weight_scale": "FP32_SCALE",
883
+ "blocks.48.attn.qkv_proj.comfy_quant": "METADATA",
884
+ "blocks.48.mlp.fc1.weight": "NVFP4",
885
+ "blocks.48.mlp.fc1.weight_scale": "FP32_SCALE",
886
+ "blocks.48.mlp.fc1.comfy_quant": "METADATA",
887
+ "blocks.48.mlp.fc2.weight": "NVFP4",
888
+ "blocks.48.mlp.fc2.weight_scale": "FP32_SCALE",
889
+ "blocks.48.mlp.fc2.comfy_quant": "METADATA",
890
+ "blocks.48.norm1.weight": "BF16",
891
+ "blocks.48.norm2.weight": "BF16",
892
+ "blocks.49.adaln_proj.linear.bias": "BF16",
893
+ "blocks.49.adaln_proj.linear.weight": "NVFP4",
894
+ "blocks.49.adaln_proj.linear.weight_scale": "FP32_SCALE",
895
+ "blocks.49.adaln_proj.linear.comfy_quant": "METADATA",
896
+ "blocks.49.attn.k_norm.weight": "BF16",
897
+ "blocks.49.attn.out_proj.weight": "NVFP4",
898
+ "blocks.49.attn.out_proj.weight_scale": "FP32_SCALE",
899
+ "blocks.49.attn.out_proj.comfy_quant": "METADATA",
900
+ "blocks.49.attn.q_norm.weight": "BF16",
901
+ "blocks.49.attn.qkv_proj.weight": "NVFP4",
902
+ "blocks.49.attn.qkv_proj.weight_scale": "FP32_SCALE",
903
+ "blocks.49.attn.qkv_proj.comfy_quant": "METADATA",
904
+ "blocks.49.mlp.fc1.weight": "NVFP4",
905
+ "blocks.49.mlp.fc1.weight_scale": "FP32_SCALE",
906
+ "blocks.49.mlp.fc1.comfy_quant": "METADATA",
907
+ "blocks.49.mlp.fc2.weight": "NVFP4",
908
+ "blocks.49.mlp.fc2.weight_scale": "FP32_SCALE",
909
+ "blocks.49.mlp.fc2.comfy_quant": "METADATA",
910
+ "blocks.49.norm1.weight": "BF16",
911
+ "blocks.49.norm2.weight": "BF16",
912
+ "blocks.5.adaln_proj.linear.bias": "BF16",
913
+ "blocks.5.adaln_proj.linear.weight": "NVFP4",
914
+ "blocks.5.adaln_proj.linear.weight_scale": "FP32_SCALE",
915
+ "blocks.5.adaln_proj.linear.comfy_quant": "METADATA",
916
+ "blocks.5.attn.k_norm.weight": "BF16",
917
+ "blocks.5.attn.out_proj.weight": "NVFP4",
918
+ "blocks.5.attn.out_proj.weight_scale": "FP32_SCALE",
919
+ "blocks.5.attn.out_proj.comfy_quant": "METADATA",
920
+ "blocks.5.attn.q_norm.weight": "BF16",
921
+ "blocks.5.attn.qkv_proj.weight": "NVFP4",
922
+ "blocks.5.attn.qkv_proj.weight_scale": "FP32_SCALE",
923
+ "blocks.5.attn.qkv_proj.comfy_quant": "METADATA",
924
+ "blocks.5.mlp.fc1.weight": "NVFP4",
925
+ "blocks.5.mlp.fc1.weight_scale": "FP32_SCALE",
926
+ "blocks.5.mlp.fc1.comfy_quant": "METADATA",
927
+ "blocks.5.mlp.fc2.weight": "NVFP4",
928
+ "blocks.5.mlp.fc2.weight_scale": "FP32_SCALE",
929
+ "blocks.5.mlp.fc2.comfy_quant": "METADATA",
930
+ "blocks.5.norm1.weight": "BF16",
931
+ "blocks.5.norm2.weight": "BF16",
932
+ "blocks.6.adaln_proj.linear.bias": "BF16",
933
+ "blocks.6.adaln_proj.linear.weight": "NVFP4",
934
+ "blocks.6.adaln_proj.linear.weight_scale": "FP32_SCALE",
935
+ "blocks.6.adaln_proj.linear.comfy_quant": "METADATA",
936
+ "blocks.6.attn.k_norm.weight": "BF16",
937
+ "blocks.6.attn.out_proj.weight": "NVFP4",
938
+ "blocks.6.attn.out_proj.weight_scale": "FP32_SCALE",
939
+ "blocks.6.attn.out_proj.comfy_quant": "METADATA",
940
+ "blocks.6.attn.q_norm.weight": "BF16",
941
+ "blocks.6.attn.qkv_proj.weight": "NVFP4",
942
+ "blocks.6.attn.qkv_proj.weight_scale": "FP32_SCALE",
943
+ "blocks.6.attn.qkv_proj.comfy_quant": "METADATA",
944
+ "blocks.6.mlp.fc1.weight": "NVFP4",
945
+ "blocks.6.mlp.fc1.weight_scale": "FP32_SCALE",
946
+ "blocks.6.mlp.fc1.comfy_quant": "METADATA",
947
+ "blocks.6.mlp.fc2.weight": "NVFP4",
948
+ "blocks.6.mlp.fc2.weight_scale": "FP32_SCALE",
949
+ "blocks.6.mlp.fc2.comfy_quant": "METADATA",
950
+ "blocks.6.norm1.weight": "BF16",
951
+ "blocks.6.norm2.weight": "BF16",
952
+ "blocks.7.adaln_proj.linear.bias": "BF16",
953
+ "blocks.7.adaln_proj.linear.weight": "NVFP4",
954
+ "blocks.7.adaln_proj.linear.weight_scale": "FP32_SCALE",
955
+ "blocks.7.adaln_proj.linear.comfy_quant": "METADATA",
956
+ "blocks.7.attn.k_norm.weight": "BF16",
957
+ "blocks.7.attn.out_proj.weight": "NVFP4",
958
+ "blocks.7.attn.out_proj.weight_scale": "FP32_SCALE",
959
+ "blocks.7.attn.out_proj.comfy_quant": "METADATA",
960
+ "blocks.7.attn.q_norm.weight": "BF16",
961
+ "blocks.7.attn.qkv_proj.weight": "NVFP4",
962
+ "blocks.7.attn.qkv_proj.weight_scale": "FP32_SCALE",
963
+ "blocks.7.attn.qkv_proj.comfy_quant": "METADATA",
964
+ "blocks.7.mlp.fc1.weight": "NVFP4",
965
+ "blocks.7.mlp.fc1.weight_scale": "FP32_SCALE",
966
+ "blocks.7.mlp.fc1.comfy_quant": "METADATA",
967
+ "blocks.7.mlp.fc2.weight": "NVFP4",
968
+ "blocks.7.mlp.fc2.weight_scale": "FP32_SCALE",
969
+ "blocks.7.mlp.fc2.comfy_quant": "METADATA",
970
+ "blocks.7.norm1.weight": "BF16",
971
+ "blocks.7.norm2.weight": "BF16",
972
+ "blocks.8.adaln_proj.linear.bias": "BF16",
973
+ "blocks.8.adaln_proj.linear.weight": "NVFP4",
974
+ "blocks.8.adaln_proj.linear.weight_scale": "FP32_SCALE",
975
+ "blocks.8.adaln_proj.linear.comfy_quant": "METADATA",
976
+ "blocks.8.attn.k_norm.weight": "BF16",
977
+ "blocks.8.attn.out_proj.weight": "NVFP4",
978
+ "blocks.8.attn.out_proj.weight_scale": "FP32_SCALE",
979
+ "blocks.8.attn.out_proj.comfy_quant": "METADATA",
980
+ "blocks.8.attn.q_norm.weight": "BF16",
981
+ "blocks.8.attn.qkv_proj.weight": "NVFP4",
982
+ "blocks.8.attn.qkv_proj.weight_scale": "FP32_SCALE",
983
+ "blocks.8.attn.qkv_proj.comfy_quant": "METADATA",
984
+ "blocks.8.mlp.fc1.weight": "NVFP4",
985
+ "blocks.8.mlp.fc1.weight_scale": "FP32_SCALE",
986
+ "blocks.8.mlp.fc1.comfy_quant": "METADATA",
987
+ "blocks.8.mlp.fc2.weight": "NVFP4",
988
+ "blocks.8.mlp.fc2.weight_scale": "FP32_SCALE",
989
+ "blocks.8.mlp.fc2.comfy_quant": "METADATA",
990
+ "blocks.8.norm1.weight": "BF16",
991
+ "blocks.8.norm2.weight": "BF16",
992
+ "blocks.9.adaln_proj.linear.bias": "BF16",
993
+ "blocks.9.adaln_proj.linear.weight": "NVFP4",
994
+ "blocks.9.adaln_proj.linear.weight_scale": "FP32_SCALE",
995
+ "blocks.9.adaln_proj.linear.comfy_quant": "METADATA",
996
+ "blocks.9.attn.k_norm.weight": "BF16",
997
+ "blocks.9.attn.out_proj.weight": "NVFP4",
998
+ "blocks.9.attn.out_proj.weight_scale": "FP32_SCALE",
999
+ "blocks.9.attn.out_proj.comfy_quant": "METADATA",
1000
+ "blocks.9.attn.q_norm.weight": "BF16",
1001
+ "blocks.9.attn.qkv_proj.weight": "NVFP4",
1002
+ "blocks.9.attn.qkv_proj.weight_scale": "FP32_SCALE",
1003
+ "blocks.9.attn.qkv_proj.comfy_quant": "METADATA",
1004
+ "blocks.9.mlp.fc1.weight": "NVFP4",
1005
+ "blocks.9.mlp.fc1.weight_scale": "FP32_SCALE",
1006
+ "blocks.9.mlp.fc1.comfy_quant": "METADATA",
1007
+ "blocks.9.mlp.fc2.weight": "NVFP4",
1008
+ "blocks.9.mlp.fc2.weight_scale": "FP32_SCALE",
1009
+ "blocks.9.mlp.fc2.comfy_quant": "METADATA",
1010
+ "blocks.9.norm1.weight": "BF16",
1011
+ "blocks.9.norm2.weight": "BF16",
1012
+ "condition_proj.bias": "BF16",
1013
+ "condition_proj.weight": "BF16",
1014
+ "final_layer.adaln_proj.linear.bias": "BF16",
1015
+ "final_layer.adaln_proj.linear.weight": "BF16",
1016
+ "final_layer.audio_out.bias": "BF16",
1017
+ "final_layer.audio_out.weight": "BF16",
1018
+ "final_layer.norm.weight": "BF16",
1019
+ "final_layer.video_out.bias": "BF16",
1020
+ "final_layer.video_out.weight": "BF16",
1021
+ "rope.inv_freq": "BF16",
1022
+ "time_embedder.proj_in.bias": "BF16",
1023
+ "time_embedder.proj_in.weight": "BF16",
1024
+ "time_embedder.proj_out.bias": "BF16",
1025
+ "time_embedder.proj_out.weight": "BF16",
1026
+ "token_refiner.blocks.0.attn.k_norm.weight": "BF16",
1027
+ "token_refiner.blocks.0.attn.out_proj.weight": "NVFP4",
1028
+ "token_refiner.blocks.0.attn.out_proj.weight_scale": "FP32_SCALE",
1029
+ "token_refiner.blocks.0.attn.out_proj.comfy_quant": "METADATA",
1030
+ "token_refiner.blocks.0.attn.q_norm.weight": "BF16",
1031
+ "token_refiner.blocks.0.attn.qkv_proj.weight": "NVFP4",
1032
+ "token_refiner.blocks.0.attn.qkv_proj.weight_scale": "FP32_SCALE",
1033
+ "token_refiner.blocks.0.attn.qkv_proj.comfy_quant": "METADATA",
1034
+ "token_refiner.blocks.0.mlp.fc1.weight": "NVFP4",
1035
+ "token_refiner.blocks.0.mlp.fc1.weight_scale": "FP32_SCALE",
1036
+ "token_refiner.blocks.0.mlp.fc1.comfy_quant": "METADATA",
1037
+ "token_refiner.blocks.0.mlp.fc2.weight": "NVFP4",
1038
+ "token_refiner.blocks.0.mlp.fc2.weight_scale": "FP32_SCALE",
1039
+ "token_refiner.blocks.0.mlp.fc2.comfy_quant": "METADATA",
1040
+ "token_refiner.blocks.0.norm1.weight": "BF16",
1041
+ "token_refiner.blocks.0.norm2.weight": "BF16",
1042
+ "token_refiner.blocks.1.attn.k_norm.weight": "BF16",
1043
+ "token_refiner.blocks.1.attn.out_proj.weight": "NVFP4",
1044
+ "token_refiner.blocks.1.attn.out_proj.weight_scale": "FP32_SCALE",
1045
+ "token_refiner.blocks.1.attn.out_proj.comfy_quant": "METADATA",
1046
+ "token_refiner.blocks.1.attn.q_norm.weight": "BF16",
1047
+ "token_refiner.blocks.1.attn.qkv_proj.weight": "NVFP4",
1048
+ "token_refiner.blocks.1.attn.qkv_proj.weight_scale": "FP32_SCALE",
1049
+ "token_refiner.blocks.1.attn.qkv_proj.comfy_quant": "METADATA",
1050
+ "token_refiner.blocks.1.mlp.fc1.weight": "NVFP4",
1051
+ "token_refiner.blocks.1.mlp.fc1.weight_scale": "FP32_SCALE",
1052
+ "token_refiner.blocks.1.mlp.fc1.comfy_quant": "METADATA",
1053
+ "token_refiner.blocks.1.mlp.fc2.weight": "NVFP4",
1054
+ "token_refiner.blocks.1.mlp.fc2.weight_scale": "FP32_SCALE",
1055
+ "token_refiner.blocks.1.mlp.fc2.comfy_quant": "METADATA",
1056
+ "token_refiner.blocks.1.norm1.weight": "BF16",
1057
+ "token_refiner.blocks.1.norm2.weight": "BF16",
1058
+ "token_refiner.final_norm.weight": "BF16",
1059
+ "video_patch_proj.bias": "BF16",
1060
+ "video_patch_proj.weight": "BF16"
1061
+ }
1062
+ }