Image-to-Video
Cosmos
Diffusers
Safetensors
cosmos3_omni
nvidia
cosmos3
vllm-omni
sglang
sglang-diffusion
video-generation
Instructions to use nvidia/Cosmos3-Super-Image2Video with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Cosmos
How to use nvidia/Cosmos3-Super-Image2Video 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
- Diffusers
How to use nvidia/Cosmos3-Super-Image2Video with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image, export_to_video # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("nvidia/Cosmos3-Super-Image2Video", dtype=torch.bfloat16, device_map="cuda") pipe.to("cuda") prompt = "A man with short gray hair plays a red electric guitar." image = load_image( "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png" ) output = pipe(image=image, prompt=prompt).frames[0] export_to_video(output, "output.mp4") - Notebooks
- Google Colab
- Kaggle
Commit ·
0835988
1
Parent(s): 4f84756
FP8 checkpoint for Cosmos3-Super-Image2Video (#9)
Browse files- FP8 checkpoint for Cosmos3-Super-Image2Video (73fc1e6b1234c4365087768a172eb34050d45688)
Co-authored-by: Wojciech Kutak <wkutak@users.noreply.huggingface.co>
- hf_quant_config.json +185 -0
- model.safetensors.index.json +0 -0
- transformer/config.json +212 -1
- 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
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@@ -0,0 +1,185 @@
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| 1 |
+
{
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| 2 |
+
"block_quantize": null,
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| 3 |
+
"calib_cfg": {
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| 4 |
+
"method": "max"
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| 5 |
+
},
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| 6 |
+
"channel_quantize": null,
|
| 7 |
+
"disable_conv_quantization": false,
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| 8 |
+
"forward_loop": null,
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| 9 |
+
"modelopt_config": {
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| 10 |
+
"algorithm": "max",
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| 11 |
+
"quant_cfg": [
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| 12 |
+
{
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| 13 |
+
"enable": false,
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| 14 |
+
"quantizer_name": "*"
|
| 15 |
+
},
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| 16 |
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{
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| 17 |
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"cfg": {
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| 18 |
+
"axis": null,
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| 19 |
+
"fake_quant": false,
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| 20 |
+
"num_bits": [
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4,
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+
3
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]
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},
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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,
|
| 30 |
+
"num_bits": [
|
| 31 |
+
4,
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| 32 |
+
3
|
| 33 |
+
]
|
| 34 |
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},
|
| 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 |
+
{
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| 62 |
+
"enable": false,
|
| 63 |
+
"quantizer_name": "*proj_out.*"
|
| 64 |
+
},
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| 65 |
+
{
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| 66 |
+
"enable": false,
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| 67 |
+
"quantizer_name": "*block_sparse_moe.gate*"
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| 68 |
+
},
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| 69 |
+
{
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| 70 |
+
"enable": false,
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| 71 |
+
"quantizer_name": "*router*"
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| 72 |
+
},
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| 73 |
+
{
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| 74 |
+
"enable": false,
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| 75 |
+
"quantizer_name": "*mlp.gate.*"
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| 76 |
+
},
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| 77 |
+
{
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+
"enable": false,
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| 79 |
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"quantizer_name": "*mlp.shared_expert_gate.*"
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+
},
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+
{
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+
"enable": false,
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| 83 |
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"quantizer_name": "*linear_attn.conv1d*"
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},
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{
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"enable": false,
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| 87 |
+
"quantizer_name": "*mixer.conv1d*"
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},
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{
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"enable": false,
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"quantizer_name": "*output_layer*"
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},
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{
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"enable": false,
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"quantizer_name": "output.*"
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},
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{
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"enable": false,
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"quantizer_name": "*proj_in*"
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},
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{
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"enable": false,
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"quantizer_name": "*proj_out*"
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+
},
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{
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"enable": false,
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| 107 |
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"quantizer_name": "*time_embedder*"
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},
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{
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"enable": false,
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"quantizer_name": "*audio_proj_in*"
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},
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{
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"enable": false,
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"quantizer_name": "*audio_proj_out*"
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+
},
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{
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"enable": false,
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"quantizer_name": "*action_proj_in*"
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| 120 |
+
},
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{
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"enable": false,
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"quantizer_name": "*action_proj_out*"
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},
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{
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"enable": false,
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| 127 |
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"quantizer_name": "*lm_head*"
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},
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{
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"enable": false,
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"quantizer_name": "*visual*"
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}
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| 133 |
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]
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},
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"modules_to_not_convert": [
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"proj_in",
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"proj_out",
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"time_embedder",
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"audio_proj_in",
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"audio_proj_out",
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"action_proj_in",
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"action_proj_out",
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"lm_head",
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"visual"
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],
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"quant_method": "modelopt",
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| 147 |
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"quant_type": "FP8_FP8",
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| 148 |
+
"scale_block_quantize": null,
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| 149 |
+
"scale_channel_quantize": null,
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+
"weight_only": false,
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"config_groups": {
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"group_0": {
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"input_activations": {
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"dynamic": false,
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| 155 |
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"num_bits": 8,
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"type": "float"
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},
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"weights": {
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| 159 |
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"dynamic": false,
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+
"num_bits": 8,
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| 161 |
+
"type": "float"
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+
},
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"targets": [
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"Linear"
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]
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}
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},
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| 168 |
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"quant_algo": "FP8",
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| 169 |
+
"ignore": [
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| 170 |
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"proj_in",
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| 171 |
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"proj_out",
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"time_embedder*",
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| 173 |
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"audio_proj_in",
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| 174 |
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"audio_proj_out",
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| 175 |
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"action_proj_in",
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| 176 |
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"action_proj_out",
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| 177 |
+
"lm_head",
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| 178 |
+
"model.visual*",
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| 179 |
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"visual*"
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| 180 |
+
],
|
| 181 |
+
"producer": {
|
| 182 |
+
"name": "modelopt",
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| 183 |
+
"version": "0.44.0"
|
| 184 |
+
}
|
| 185 |
+
}
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model.safetensors.index.json
CHANGED
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The diff for this file is too large to render.
See raw diff
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transformer/config.json
CHANGED
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@@ -1,6 +1,6 @@
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{
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"_class_name": "Cosmos3OmniTransformer",
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-
"_diffusers_version": "0.
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"action_dim": 32,
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"action_gen": false,
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"attention_bias": false,
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"qk_norm": false,
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"qk_norm_for_diffusion": true,
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"qk_norm_for_text": true,
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