Instructions to use nvidia/Cosmos3-Super-Image2Video-4Step with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Cosmos
How to use nvidia/Cosmos3-Super-Image2Video-4Step with Cosmos:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
FP8 checkpoint for Cosmos3-Super-Image2Video-4Step
Browse filesReplaces the transformer weights and required weight indexes/configuration in place. Removes obsolete BF16 transformer shards. Leaves the model card, tokenizers, processors, and all other repository files unchanged.
- hf_quant_config.json +185 -0
- model.safetensors.index.json +0 -0
- transformer/config.json +185 -0
- transformer/{diffusion_pytorch_model-00001-of-00027.safetensors → diffusion_pytorch_model-00001-of-00014.safetensors} +2 -2
- transformer/{diffusion_pytorch_model-00002-of-00027.safetensors → diffusion_pytorch_model-00002-of-00014.safetensors} +2 -2
- transformer/{diffusion_pytorch_model-00003-of-00027.safetensors → diffusion_pytorch_model-00003-of-00014.safetensors} +2 -2
- transformer/{diffusion_pytorch_model-00004-of-00027.safetensors → diffusion_pytorch_model-00004-of-00014.safetensors} +2 -2
- transformer/diffusion_pytorch_model-00005-of-00014.safetensors +3 -0
- transformer/diffusion_pytorch_model-00005-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00006-of-00014.safetensors +3 -0
- transformer/diffusion_pytorch_model-00006-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00007-of-00014.safetensors +3 -0
- transformer/diffusion_pytorch_model-00007-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00008-of-00014.safetensors +3 -0
- transformer/diffusion_pytorch_model-00008-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00009-of-00014.safetensors +3 -0
- transformer/diffusion_pytorch_model-00009-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00010-of-00014.safetensors +3 -0
- transformer/diffusion_pytorch_model-00010-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00011-of-00014.safetensors +3 -0
- transformer/diffusion_pytorch_model-00011-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00012-of-00014.safetensors +3 -0
- transformer/diffusion_pytorch_model-00012-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00013-of-00014.safetensors +3 -0
- transformer/diffusion_pytorch_model-00013-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00014-of-00014.safetensors +3 -0
- transformer/diffusion_pytorch_model-00014-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00015-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00016-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00017-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00018-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00019-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00020-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00021-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00022-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00023-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00024-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00025-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00026-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model-00027-of-00027.safetensors +0 -3
- transformer/diffusion_pytorch_model.safetensors.index.json +0 -0
- transformer/modelopt_state.pth +3 -0
hf_quant_config.json
ADDED
|
@@ -0,0 +1,185 @@
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| 1 |
+
{
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| 2 |
+
"block_quantize": null,
|
| 3 |
+
"calib_cfg": {
|
| 4 |
+
"method": "max"
|
| 5 |
+
},
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| 6 |
+
"channel_quantize": null,
|
| 7 |
+
"disable_conv_quantization": false,
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| 8 |
+
"forward_loop": null,
|
| 9 |
+
"modelopt_config": {
|
| 10 |
+
"algorithm": "max",
|
| 11 |
+
"quant_cfg": [
|
| 12 |
+
{
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| 13 |
+
"enable": false,
|
| 14 |
+
"quantizer_name": "*"
|
| 15 |
+
},
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| 16 |
+
{
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| 17 |
+
"cfg": {
|
| 18 |
+
"axis": null,
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| 19 |
+
"fake_quant": false,
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| 20 |
+
"num_bits": [
|
| 21 |
+
4,
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| 22 |
+
3
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| 23 |
+
]
|
| 24 |
+
},
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| 25 |
+
"quantizer_name": "*weight_quantizer"
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| 26 |
+
},
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| 27 |
+
{
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| 28 |
+
"cfg": {
|
| 29 |
+
"axis": null,
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| 30 |
+
"num_bits": [
|
| 31 |
+
4,
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| 32 |
+
3
|
| 33 |
+
]
|
| 34 |
+
},
|
| 35 |
+
"quantizer_name": "*input_quantizer"
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"enable": false,
|
| 39 |
+
"parent_class": "nn.BatchNorm1d",
|
| 40 |
+
"quantizer_name": "*"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"enable": false,
|
| 44 |
+
"parent_class": "nn.BatchNorm2d",
|
| 45 |
+
"quantizer_name": "*"
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"enable": false,
|
| 49 |
+
"parent_class": "nn.BatchNorm3d",
|
| 50 |
+
"quantizer_name": "*"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"enable": false,
|
| 54 |
+
"parent_class": "nn.LeakyReLU",
|
| 55 |
+
"quantizer_name": "*"
|
| 56 |
+
},
|
| 57 |
+
{
|
| 58 |
+
"enable": false,
|
| 59 |
+
"quantizer_name": "*lm_head*"
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"enable": false,
|
| 63 |
+
"quantizer_name": "*proj_out.*"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"enable": false,
|
| 67 |
+
"quantizer_name": "*block_sparse_moe.gate*"
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"enable": false,
|
| 71 |
+
"quantizer_name": "*router*"
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
+
"enable": false,
|
| 75 |
+
"quantizer_name": "*mlp.gate.*"
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"enable": false,
|
| 79 |
+
"quantizer_name": "*mlp.shared_expert_gate.*"
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"enable": false,
|
| 83 |
+
"quantizer_name": "*linear_attn.conv1d*"
|
| 84 |
+
},
|
| 85 |
+
{
|
| 86 |
+
"enable": false,
|
| 87 |
+
"quantizer_name": "*mixer.conv1d*"
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"enable": false,
|
| 91 |
+
"quantizer_name": "*output_layer*"
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"enable": false,
|
| 95 |
+
"quantizer_name": "output.*"
|
| 96 |
+
},
|
| 97 |
+
{
|
| 98 |
+
"enable": false,
|
| 99 |
+
"quantizer_name": "*proj_in*"
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"enable": false,
|
| 103 |
+
"quantizer_name": "*proj_out*"
|
| 104 |
+
},
|
| 105 |
+
{
|
| 106 |
+
"enable": false,
|
| 107 |
+
"quantizer_name": "*time_embedder*"
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"enable": false,
|
| 111 |
+
"quantizer_name": "*audio_proj_in*"
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"enable": false,
|
| 115 |
+
"quantizer_name": "*audio_proj_out*"
|
| 116 |
+
},
|
| 117 |
+
{
|
| 118 |
+
"enable": false,
|
| 119 |
+
"quantizer_name": "*action_proj_in*"
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"enable": false,
|
| 123 |
+
"quantizer_name": "*action_proj_out*"
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"enable": false,
|
| 127 |
+
"quantizer_name": "*lm_head*"
|
| 128 |
+
},
|
| 129 |
+
{
|
| 130 |
+
"enable": false,
|
| 131 |
+
"quantizer_name": "*visual*"
|
| 132 |
+
}
|
| 133 |
+
]
|
| 134 |
+
},
|
| 135 |
+
"modules_to_not_convert": [
|
| 136 |
+
"proj_in",
|
| 137 |
+
"proj_out",
|
| 138 |
+
"time_embedder",
|
| 139 |
+
"audio_proj_in",
|
| 140 |
+
"audio_proj_out",
|
| 141 |
+
"action_proj_in",
|
| 142 |
+
"action_proj_out",
|
| 143 |
+
"lm_head",
|
| 144 |
+
"visual"
|
| 145 |
+
],
|
| 146 |
+
"quant_method": "modelopt",
|
| 147 |
+
"quant_type": "FP8_FP8",
|
| 148 |
+
"scale_block_quantize": null,
|
| 149 |
+
"scale_channel_quantize": null,
|
| 150 |
+
"weight_only": false,
|
| 151 |
+
"config_groups": {
|
| 152 |
+
"group_0": {
|
| 153 |
+
"input_activations": {
|
| 154 |
+
"dynamic": false,
|
| 155 |
+
"num_bits": 8,
|
| 156 |
+
"type": "float"
|
| 157 |
+
},
|
| 158 |
+
"weights": {
|
| 159 |
+
"dynamic": false,
|
| 160 |
+
"num_bits": 8,
|
| 161 |
+
"type": "float"
|
| 162 |
+
},
|
| 163 |
+
"targets": [
|
| 164 |
+
"Linear"
|
| 165 |
+
]
|
| 166 |
+
}
|
| 167 |
+
},
|
| 168 |
+
"quant_algo": "FP8",
|
| 169 |
+
"ignore": [
|
| 170 |
+
"proj_in",
|
| 171 |
+
"proj_out",
|
| 172 |
+
"time_embedder*",
|
| 173 |
+
"audio_proj_in",
|
| 174 |
+
"audio_proj_out",
|
| 175 |
+
"action_proj_in",
|
| 176 |
+
"action_proj_out",
|
| 177 |
+
"lm_head",
|
| 178 |
+
"model.visual*",
|
| 179 |
+
"visual*"
|
| 180 |
+
],
|
| 181 |
+
"producer": {
|
| 182 |
+
"name": "modelopt",
|
| 183 |
+
"version": "0.44.0"
|
| 184 |
+
}
|
| 185 |
+
}
|
model.safetensors.index.json
CHANGED
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The diff for this file is too large to render.
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|
transformer/config.json
CHANGED
|
@@ -17,6 +17,191 @@
|
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| 17 |
"num_hidden_layers": 64,
|
| 18 |
"num_key_value_heads": 8,
|
| 19 |
"patch_latent_dim": 192,
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