Text-to-Video
Diffusers
Safetensors
MiniMaxH3ModularPipeline
video-generation
audio
fastvideo
bf16
pruned
Instructions to use FastVideo/FastVideo-FastH3-Trim-8-Step with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use FastVideo/FastVideo-FastH3-Trim-8-Step with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("FastVideo/FastVideo-FastH3-Trim-8-Step", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Upload metadata.json with huggingface_hub
Browse files- metadata.json +218 -0
metadata.json
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| 1 |
+
{
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| 2 |
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"base_model_dir": "/mnt/nfs/vlm-aryan/fasth3-14b-2step-qad-20260829/experiments/s42-r16-dmd8-vsa80-20260929-v1/initial-student",
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| 3 |
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"config": {
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"callbacks": {
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| 5 |
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"_target_": "fastvideo.train.callbacks.grad_clip.GradNormClipCallback",
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"validation": {
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"_target_": "fastvideo.train.callbacks.validation.ValidationCallback",
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| 11 |
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"dataset_file": "/mnt/nfs/vlm-aryan/fasth3-14b-2step-qad-20260829/experiments/s42-r16-dmd8-vsa80-20260929-v1/validation/val8.json",
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"pipeline_target": "fastvideo.pipelines.basic.minimax_h3.minimax_h3_pipeline.MiniMaxH3Pipeline",
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| 18 |
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}
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},
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"method": {
|
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"_target_": "fastvideo.train.methods.distribution_matching.dmd2.DMD2Method",
|
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"weight": 0.1
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],
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"models": {
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"critic": {
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"_target_": "fastvideo.train.models.minimax_h3.MiniMaxH3DMDModel",
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| 84 |
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"attention_backend": "FLASH_ATTN",
|
| 85 |
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"disable_custom_init_weights": true,
|
| 86 |
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"enable_gradient_checkpointing_type": "full",
|
| 87 |
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"init_from": "/mnt/nfs/vlm-aryan/fasth3-14b-2step-qad-20260829/release-candidates/base-h3-teacher-complete-v1",
|
| 88 |
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"trainable": true
|
| 89 |
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},
|
| 90 |
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"student": {
|
| 91 |
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"_target_": "fastvideo.train.models.minimax_h3.MiniMaxH3DMDModel",
|
| 92 |
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"attention_backend": "VIDEO_SPARSE_ATTN_H3",
|
| 93 |
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"enable_gradient_checkpointing_type": "full",
|
| 94 |
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"init_from": "/mnt/nfs/vlm-aryan/fasth3-14b-2step-qad-20260829/experiments/s42-r16-dmd8-vsa80-20260929-v1/initial-student",
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| 95 |
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| 96 |
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| 97 |
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"_target_": "fastvideo.train.models.minimax_h3.MiniMaxH3DMDModel",
|
| 99 |
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"attention_backend": "FLASH_ATTN",
|
| 100 |
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"disable_custom_init_weights": true,
|
| 101 |
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"init_from": "/mnt/nfs/vlm-aryan/fasth3-14b-2step-qad-20260829/release-candidates/base-h3-teacher-complete-v1",
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"trainable": false
|
| 103 |
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}
|
| 104 |
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},
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| 105 |
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"pipeline": {
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| 106 |
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"audio_scheduler_shift": 3.0,
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| 107 |
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"dit_config": {
|
| 108 |
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"uniform_parameter_dtype": false
|
| 109 |
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},
|
| 110 |
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"video_scheduler_shift": 10.0
|
| 111 |
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},
|
| 112 |
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"training": {
|
| 113 |
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|
| 114 |
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|
| 116 |
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|
| 117 |
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|
| 118 |
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"output_dir": "/mnt/nfs/vlm-aryan/fasth3-14b-2step-qad-20260829/experiments/s42-r16-dmd8-vsa80-20260929-v1/runs/vsa80-32gpu-anchor-v2",
|
| 119 |
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"require_complete_training_checkpoint": true,
|
| 120 |
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"resume_from_checkpoint": "latest",
|
| 121 |
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"save_inference_checkpoint_on_validation": true,
|
| 122 |
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"training_state_checkpointing_steps": 100
|
| 123 |
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},
|
| 124 |
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"data": {
|
| 125 |
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"data_path": [
|
| 126 |
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"/mnt/lustre/vlm-shared/h3_t2av_preprocessed/v10_mixed_native_v3/h3_t2av_video_nuva_50k_720_mixed_len/data",
|
| 127 |
+
"/mnt/lustre/vlm-shared/h3_t2av_preprocessed/v10_mixed_native_v3/h3_t2av_video_5s_768p/data",
|
| 128 |
+
"/mnt/lustre/vlm-shared/h3_t2av_preprocessed/v10_mixed_native_v3/h3_t2av_video_nuva_10k_720_mixed_len/data",
|
| 129 |
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"/mnt/lustre/vlm-shared/h3_t2av_preprocessed/v10_mixed_native_v3/h3_t2av_video_nuva_10k_mixed_res_len/data",
|
| 130 |
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"/mnt/lustre/vlm-shared/h3_t2av_preprocessed/v10_mixed_native_v3/h3_t2av_fastgen_vidprom_150k/data"
|
| 131 |
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],
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| 132 |
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"dataloader_num_workers": 0,
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"native_shape_bucketing": true,
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| 134 |
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| 135 |
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| 136 |
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| 137 |
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"preprocessed_data_type": "t2va",
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"seed": 42,
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| 140 |
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"train_batch_size": 1,
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| 141 |
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"training_cfg_rate": 0.0
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| 142 |
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},
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| 143 |
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"distributed": {
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| 144 |
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"hsdp_replicate_dim": 1,
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"hsdp_shard_dim": 32,
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| 146 |
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"num_gpus": 32,
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| 147 |
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"sp_size": 4,
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| 148 |
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"tp_size": 1
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| 149 |
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},
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| 150 |
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"dit_precision": "fp32",
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| 151 |
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"loop": {
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| 152 |
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"gradient_accumulation_steps": 8,
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| 153 |
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"max_train_steps": 1500
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| 154 |
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},
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| 155 |
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"model": {
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| 156 |
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"enable_gradient_checkpointing_type": "full",
|
| 157 |
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"enable_torch_compile": true,
|
| 158 |
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"precondition_outputs": false,
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| 159 |
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"torch_compile_kwargs": {
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| 160 |
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"dynamic": true,
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| 161 |
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"recompile_limit": 32
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}
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},
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"optimizer": {
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"learning_rate": "2e-06",
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| 171 |
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| 172 |
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"weight_decay": 0.01
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| 173 |
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},
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| 174 |
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"tracker": {
|
| 175 |
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"entity": "aryan5v-san-jose-state-university",
|
| 176 |
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"project_name": "compacth3-s42-r16-dmd8-20260930",
|
| 177 |
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"run_name": "new42-r16-vsa80-shift10-32gpu-audio-anchor-w0.1-v2",
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| 178 |
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"trackers": [
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| 179 |
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"wandb"
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| 180 |
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]
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| 181 |
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},
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| 182 |
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"vsa": {
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| 183 |
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"sparsity": 0.8,
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| 184 |
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"tile_size": 64
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| 185 |
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}
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| 186 |
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}
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},
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"dtype": "bfloat16",
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