Image-Text-to-Video
MiniMax H3
Diffusers
Safetensors
GGUF
English
Chinese
hyperflow-h3
audio-video-generation
text-to-video
image-to-video
reference-to-video
few-step
int8
comfyui
stable-diffusion.cpp
unsloth
Instructions to use VideoRebirthAI/hyperflow-h3-flash with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Local Apps Settings
- Unsloth Desktop
Download ref2va_int8_convrot/config.json from VideoRebirthAI/hyperflow-h3-flash: direct link, hf CLI and curl.
- Browser
- Download file 13.5 kB
-
https://huggingface.co/VideoRebirthAI/hyperflow-h3-flash/resolve/main/ref2va_int8_convrot/config.json
- Command line
-
hf download hf://VideoRebirthAI/hyperflow-h3-flash/ref2va_int8_convrot/config.json
-
curl -L -o config.json https://huggingface.co/VideoRebirthAI/hyperflow-h3-flash/resolve/main/ref2va_int8_convrot/config.json
13.5 kB
| { | |
| "_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": 990, | |
| "transformer_blocks.1.attn.to_out.0": 1872, | |
| "transformer_blocks.1.attn.to_q": 1102, | |
| "transformer_blocks.1.attn.to_v": 1200, | |
| "transformer_blocks.1.ff.net.0.proj": 2516, | |
| "transformer_blocks.1.ff.net.2": 3120, | |
| "transformer_blocks.10.attn.to_k": 275, | |
| "transformer_blocks.10.attn.to_out.0": 362, | |
| "transformer_blocks.10.attn.to_q": 269, | |
| "transformer_blocks.10.attn.to_v": 471, | |
| "transformer_blocks.10.ff.net.0.proj": 359, | |
| "transformer_blocks.10.ff.net.2": 1436, | |
| "transformer_blocks.11.attn.to_k": 420, | |
| "transformer_blocks.11.attn.to_out.0": 572, | |
| "transformer_blocks.11.attn.to_q": 426, | |
| "transformer_blocks.11.attn.to_v": 673, | |
| "transformer_blocks.11.ff.net.0.proj": 604, | |
| "transformer_blocks.11.ff.net.2": 557, | |
| "transformer_blocks.12.attn.to_k": 171, | |
| "transformer_blocks.12.attn.to_out.0": 210, | |
| "transformer_blocks.12.attn.to_q": 181, | |
| "transformer_blocks.12.attn.to_v": 342, | |
| "transformer_blocks.12.ff.net.0.proj": 247, | |
| "transformer_blocks.12.ff.net.2": 953, | |
| "transformer_blocks.13.attn.to_k": 379, | |
| "transformer_blocks.13.attn.to_out.0": 474, | |
| "transformer_blocks.13.attn.to_q": 381, | |
| "transformer_blocks.13.attn.to_v": 582, | |
| "transformer_blocks.13.ff.net.0.proj": 462, | |
| "transformer_blocks.13.ff.net.2": 1, | |
| "transformer_blocks.14.attn.to_k": 286, | |
| "transformer_blocks.14.attn.to_out.0": 376, | |
| "transformer_blocks.14.attn.to_q": 305, | |
| "transformer_blocks.14.attn.to_v": 505, | |
| "transformer_blocks.14.ff.net.0.proj": 374, | |
| "transformer_blocks.14.ff.net.2": 1348, | |
| "transformer_blocks.15.attn.to_k": 155, | |
| "transformer_blocks.15.attn.to_out.0": 261, | |
| "transformer_blocks.15.attn.to_q": 167, | |
| "transformer_blocks.15.attn.to_v": 311, | |
| "transformer_blocks.15.ff.net.0.proj": 201, | |
| "transformer_blocks.15.ff.net.2": 1038, | |
| "transformer_blocks.16.attn.to_k": 239, | |
| "transformer_blocks.16.attn.to_out.0": 400, | |
| "transformer_blocks.16.attn.to_q": 246, | |
| "transformer_blocks.16.attn.to_v": 440, | |
| "transformer_blocks.16.ff.net.0.proj": 335, | |
| "transformer_blocks.16.ff.net.2": 1510, | |
| "transformer_blocks.17.attn.to_k": 951, | |
| "transformer_blocks.17.attn.to_out.0": 1116, | |
| "transformer_blocks.17.attn.to_q": 952, | |
| "transformer_blocks.17.attn.to_v": 1216, | |
| "transformer_blocks.17.ff.net.0.proj": 1325, | |
| "transformer_blocks.17.ff.net.2": 2836, | |
| "transformer_blocks.18.attn.to_k": 121, | |
| "transformer_blocks.18.attn.to_out.0": 279, | |
| "transformer_blocks.18.attn.to_q": 140, | |
| "transformer_blocks.18.attn.to_v": 287, | |
| "transformer_blocks.18.ff.net.0.proj": 234, | |
| "transformer_blocks.18.ff.net.2": 1024, | |
| "transformer_blocks.20.attn.to_k": 433, | |
| "transformer_blocks.20.attn.to_out.0": 725, | |
| "transformer_blocks.20.attn.to_q": 445, | |
| "transformer_blocks.20.attn.to_v": 656, | |
| "transformer_blocks.20.ff.net.0.proj": 698, | |
| "transformer_blocks.20.ff.net.2": 2243, | |
| "transformer_blocks.21.attn.to_k": 389, | |
| "transformer_blocks.21.attn.to_out.0": 704, | |
| "transformer_blocks.21.attn.to_q": 434, | |
| "transformer_blocks.21.attn.to_v": 669, | |
| "transformer_blocks.21.ff.net.0.proj": 711, | |
| "transformer_blocks.21.ff.net.2": 2261, | |
| "transformer_blocks.22.attn.to_k": 170, | |
| "transformer_blocks.22.attn.to_out.0": 459, | |
| "transformer_blocks.22.attn.to_q": 199, | |
| "transformer_blocks.22.attn.to_v": 385, | |
| "transformer_blocks.22.ff.net.0.proj": 378, | |
| "transformer_blocks.22.ff.net.2": 1507, | |
| "transformer_blocks.23.attn.to_k": 78, | |
| "transformer_blocks.23.attn.to_out.0": 261, | |
| "transformer_blocks.23.attn.to_q": 103, | |
| "transformer_blocks.23.attn.to_v": 227, | |
| "transformer_blocks.23.ff.net.0.proj": 221, | |
| "transformer_blocks.23.ff.net.2": 1147, | |
| "transformer_blocks.4.attn.to_k": 284, | |
| "transformer_blocks.4.attn.to_out.0": 398, | |
| "transformer_blocks.4.attn.to_q": 265, | |
| "transformer_blocks.4.attn.to_v": 403, | |
| "transformer_blocks.4.ff.net.0.proj": 546, | |
| "transformer_blocks.4.ff.net.2": 1130, | |
| "transformer_blocks.5.attn.to_k": 224, | |
| "transformer_blocks.5.attn.to_out.0": 424, | |
| "transformer_blocks.5.attn.to_q": 224, | |
| "transformer_blocks.5.attn.to_v": 413, | |
| "transformer_blocks.5.ff.net.0.proj": 991, | |
| "transformer_blocks.5.ff.net.2": 2357, | |
| "transformer_blocks.6.attn.to_k": 439, | |
| "transformer_blocks.6.attn.to_out.0": 673, | |
| "transformer_blocks.6.attn.to_q": 428, | |
| "transformer_blocks.6.attn.to_v": 607, | |
| "transformer_blocks.6.ff.net.0.proj": 836, | |
| "transformer_blocks.6.ff.net.2": 2076, | |
| "transformer_blocks.7.attn.to_k": 621, | |
| "transformer_blocks.7.attn.to_out.0": 815, | |
| "transformer_blocks.7.attn.to_q": 626, | |
| "transformer_blocks.7.attn.to_v": 864, | |
| "transformer_blocks.7.ff.net.0.proj": 986, | |
| "transformer_blocks.7.ff.net.2": 1322, | |
| "transformer_blocks.8.attn.to_k": 483, | |
| "transformer_blocks.8.attn.to_out.0": 609, | |
| "transformer_blocks.8.attn.to_q": 479, | |
| "transformer_blocks.8.attn.to_v": 704, | |
| "transformer_blocks.8.ff.net.0.proj": 802, | |
| "transformer_blocks.8.ff.net.2": 2054 | |
| }, | |
| "dropped_blocks": [ | |
| 9 | |
| ], | |
| "auto_map": { | |
| "AutoModel": "hyperflow_h3_flash_transformer.HyperFlowH3FlashTransformer3DModel" | |
| }, | |
| "quantization": { | |
| "method": "int8_convrot", | |
| "group": 256, | |
| "linears": [ | |
| "transformer_blocks.0.attn.to_k", | |
| "transformer_blocks.0.attn.to_out.0", | |
| "transformer_blocks.0.attn.to_q", | |
| "transformer_blocks.0.attn.to_v", | |
| "transformer_blocks.0.ff.net.0.proj", | |
| "transformer_blocks.0.ff.net.2", | |
| "transformer_blocks.19.attn.to_k", | |
| "transformer_blocks.19.attn.to_out.0", | |
| "transformer_blocks.19.attn.to_q", | |
| "transformer_blocks.19.attn.to_v", | |
| "transformer_blocks.19.ff.net.0.proj", | |
| "transformer_blocks.19.ff.net.2", | |
| "transformer_blocks.2.attn.to_k", | |
| "transformer_blocks.2.attn.to_out.0", | |
| "transformer_blocks.2.attn.to_q", | |
| "transformer_blocks.2.attn.to_v", | |
| "transformer_blocks.2.ff.net.0.proj", | |
| "transformer_blocks.2.ff.net.2", | |
| "transformer_blocks.24.attn.to_k", | |
| "transformer_blocks.24.attn.to_out.0", | |
| "transformer_blocks.24.attn.to_q", | |
| "transformer_blocks.24.attn.to_v", | |
| "transformer_blocks.24.ff.net.0.proj", | |
| "transformer_blocks.24.ff.net.2", | |
| "transformer_blocks.25.attn.to_k", | |
| "transformer_blocks.25.attn.to_out.0", | |
| "transformer_blocks.25.attn.to_q", | |
| "transformer_blocks.25.attn.to_v", | |
| "transformer_blocks.25.ff.net.0.proj", | |
| "transformer_blocks.25.ff.net.2", | |
| "transformer_blocks.26.attn.to_k", | |
| "transformer_blocks.26.attn.to_out.0", | |
| "transformer_blocks.26.attn.to_q", | |
| "transformer_blocks.26.attn.to_v", | |
| "transformer_blocks.26.ff.net.0.proj", | |
| "transformer_blocks.26.ff.net.2", | |
| "transformer_blocks.27.attn.to_k", | |
| "transformer_blocks.27.attn.to_out.0", | |
| "transformer_blocks.27.attn.to_q", | |
| "transformer_blocks.27.attn.to_v", | |
| "transformer_blocks.27.ff.net.0.proj", | |
| "transformer_blocks.27.ff.net.2", | |
| "transformer_blocks.28.attn.to_k", | |
| "transformer_blocks.28.attn.to_out.0", | |
| "transformer_blocks.28.attn.to_q", | |
| "transformer_blocks.28.attn.to_v", | |
| "transformer_blocks.28.ff.net.0.proj", | |
| "transformer_blocks.28.ff.net.2", | |
| "transformer_blocks.29.attn.to_k", | |
| "transformer_blocks.29.attn.to_out.0", | |
| "transformer_blocks.29.attn.to_q", | |
| "transformer_blocks.29.attn.to_v", | |
| "transformer_blocks.29.ff.net.0.proj", | |
| "transformer_blocks.29.ff.net.2", | |
| "transformer_blocks.3.attn.to_k", | |
| "transformer_blocks.3.attn.to_out.0", | |
| "transformer_blocks.3.attn.to_q", | |
| "transformer_blocks.3.attn.to_v", | |
| "transformer_blocks.3.ff.net.0.proj", | |
| "transformer_blocks.3.ff.net.2", | |
| "transformer_blocks.30.attn.to_k", | |
| "transformer_blocks.30.attn.to_out.0", | |
| "transformer_blocks.30.attn.to_q", | |
| "transformer_blocks.30.attn.to_v", | |
| "transformer_blocks.30.ff.net.0.proj", | |
| "transformer_blocks.30.ff.net.2", | |
| "transformer_blocks.31.attn.to_k", | |
| "transformer_blocks.31.attn.to_out.0", | |
| "transformer_blocks.31.attn.to_q", | |
| "transformer_blocks.31.attn.to_v", | |
| "transformer_blocks.31.ff.net.0.proj", | |
| "transformer_blocks.31.ff.net.2", | |
| "transformer_blocks.32.attn.to_k", | |
| "transformer_blocks.32.attn.to_out.0", | |
| "transformer_blocks.32.attn.to_q", | |
| "transformer_blocks.32.attn.to_v", | |
| "transformer_blocks.32.ff.net.0.proj", | |
| "transformer_blocks.32.ff.net.2", | |
| "transformer_blocks.33.attn.to_k", | |
| "transformer_blocks.33.attn.to_out.0", | |
| "transformer_blocks.33.attn.to_q", | |
| "transformer_blocks.33.attn.to_v", | |
| "transformer_blocks.33.ff.net.0.proj", | |
| "transformer_blocks.33.ff.net.2", | |
| "transformer_blocks.34.attn.to_k", | |
| "transformer_blocks.34.attn.to_out.0", | |
| "transformer_blocks.34.attn.to_q", | |
| "transformer_blocks.34.attn.to_v", | |
| "transformer_blocks.34.ff.net.0.proj", | |
| "transformer_blocks.34.ff.net.2", | |
| "transformer_blocks.35.attn.to_k", | |
| "transformer_blocks.35.attn.to_out.0", | |
| "transformer_blocks.35.attn.to_q", | |
| "transformer_blocks.35.attn.to_v", | |
| "transformer_blocks.35.ff.net.0.proj", | |
| "transformer_blocks.35.ff.net.2", | |
| "transformer_blocks.36.attn.to_k", | |
| "transformer_blocks.36.attn.to_out.0", | |
| "transformer_blocks.36.attn.to_q", | |
| "transformer_blocks.36.attn.to_v", | |
| "transformer_blocks.36.ff.net.0.proj", | |
| "transformer_blocks.36.ff.net.2", | |
| "transformer_blocks.37.attn.to_k", | |
| "transformer_blocks.37.attn.to_out.0", | |
| "transformer_blocks.37.attn.to_q", | |
| "transformer_blocks.37.attn.to_v", | |
| "transformer_blocks.37.ff.net.0.proj", | |
| "transformer_blocks.37.ff.net.2", | |
| "transformer_blocks.38.attn.to_k", | |
| "transformer_blocks.38.attn.to_out.0", | |
| "transformer_blocks.38.attn.to_q", | |
| "transformer_blocks.38.attn.to_v", | |
| "transformer_blocks.38.ff.net.0.proj", | |
| "transformer_blocks.38.ff.net.2", | |
| "transformer_blocks.39.attn.to_k", | |
| "transformer_blocks.39.attn.to_out.0", | |
| "transformer_blocks.39.attn.to_q", | |
| "transformer_blocks.39.attn.to_v", | |
| "transformer_blocks.39.ff.net.0.proj", | |
| "transformer_blocks.39.ff.net.2", | |
| "transformer_blocks.40.attn.to_k", | |
| "transformer_blocks.40.attn.to_out.0", | |
| "transformer_blocks.40.attn.to_q", | |
| "transformer_blocks.40.attn.to_v", | |
| "transformer_blocks.40.ff.net.0.proj", | |
| "transformer_blocks.40.ff.net.2", | |
| "transformer_blocks.41.attn.to_k", | |
| "transformer_blocks.41.attn.to_out.0", | |
| "transformer_blocks.41.attn.to_q", | |
| "transformer_blocks.41.attn.to_v", | |
| "transformer_blocks.41.ff.net.0.proj", | |
| "transformer_blocks.41.ff.net.2", | |
| "transformer_blocks.42.attn.to_k", | |
| "transformer_blocks.42.attn.to_out.0", | |
| "transformer_blocks.42.attn.to_q", | |
| "transformer_blocks.42.attn.to_v", | |
| "transformer_blocks.42.ff.net.0.proj", | |
| "transformer_blocks.42.ff.net.2", | |
| "transformer_blocks.43.attn.to_k", | |
| "transformer_blocks.43.attn.to_out.0", | |
| "transformer_blocks.43.attn.to_q", | |
| "transformer_blocks.43.attn.to_v", | |
| "transformer_blocks.43.ff.net.0.proj", | |
| "transformer_blocks.43.ff.net.2", | |
| "transformer_blocks.44.attn.to_k", | |
| "transformer_blocks.44.attn.to_out.0", | |
| "transformer_blocks.44.attn.to_q", | |
| "transformer_blocks.44.attn.to_v", | |
| "transformer_blocks.44.ff.net.0.proj", | |
| "transformer_blocks.44.ff.net.2", | |
| "transformer_blocks.45.attn.to_k", | |
| "transformer_blocks.45.attn.to_out.0", | |
| "transformer_blocks.45.attn.to_q", | |
| "transformer_blocks.45.attn.to_v", | |
| "transformer_blocks.45.ff.net.0.proj", | |
| "transformer_blocks.45.ff.net.2", | |
| "transformer_blocks.46.attn.to_k", | |
| "transformer_blocks.46.attn.to_out.0", | |
| "transformer_blocks.46.attn.to_q", | |
| "transformer_blocks.46.attn.to_v", | |
| "transformer_blocks.46.ff.net.0.proj", | |
| "transformer_blocks.46.ff.net.2", | |
| "transformer_blocks.47.attn.to_k", | |
| "transformer_blocks.47.attn.to_out.0", | |
| "transformer_blocks.47.attn.to_q", | |
| "transformer_blocks.47.attn.to_v", | |
| "transformer_blocks.47.ff.net.0.proj", | |
| "transformer_blocks.47.ff.net.2", | |
| "transformer_blocks.48.attn.to_k", | |
| "transformer_blocks.48.attn.to_out.0", | |
| "transformer_blocks.48.attn.to_q", | |
| "transformer_blocks.48.attn.to_v", | |
| "transformer_blocks.48.ff.net.0.proj", | |
| "transformer_blocks.48.ff.net.2", | |
| "transformer_blocks.49.attn.to_k", | |
| "transformer_blocks.49.attn.to_out.0", | |
| "transformer_blocks.49.attn.to_q", | |
| "transformer_blocks.49.attn.to_v", | |
| "transformer_blocks.49.ff.net.0.proj", | |
| "transformer_blocks.49.ff.net.2" | |
| ] | |
| } | |
| } | |