[2026-07-20 16:16:50] single-view monitor started interval=5 samples=4 gpu=0
[2026-07-20 16:17:32] single-view monitor started interval=5 samples=4 gpu=0
[2026-07-20 16:41:00] eval start checkpoint_epoch_0019
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/envs/human3diffusion_cuda13/lib/python3.10/site-packages/transformers/utils/generic.py:311: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
  torch.utils._pytree._register_pytree_node(
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/envs/human3diffusion_cuda13/lib/python3.10/site-packages/transformers/utils/generic.py:311: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
  torch.utils._pytree._register_pytree_node(
WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for:
    PyTorch 2.10.0+cu128 with CUDA 1208 (you have 2.13.0+cu130)
    Python  3.10.19 (you have 3.10.16)
  Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers)
  Memory-efficient attention, SwiGLU, sparse and more won't be available.
  Set XFORMERS_MORE_DETAILS=1 for more details
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/core/attention.py:25: UserWarning: xFormers is disabled (Attention)
  warnings.warn("xFormers is disabled (Attention)")
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/core/attention.py:29: UserWarning: xFormers is not available (Attention)
  warnings.warn("xFormers is not available (Attention)")
############# MVD models loaded #############
############# MVR models loaded #############
Infer 4 images
Number of samples:  4
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_00
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_02
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_01
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_03
[upload-folder] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/code_snapshot -> experiments/realhumans_h3d_diffusion_span360/code_snapshot
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/checkpoint_epoch_0019/pytorch_model.bin -> experiments/realhumans_h3d_diffusion_span360/checkpoints/checkpoint_epoch_0019/pytorch_model.bin

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[upload-folder] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/singleview_eval_checkpoint_epoch_0019 -> experiments/realhumans_h3d_diffusion_span360/eval/singleview_eval_checkpoint_epoch_0019

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[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/loss.tsv -> experiments/realhumans_h3d_diffusion_span360/logs/loss.tsv
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/eval_monitor.log -> experiments/realhumans_h3d_diffusion_span360/logs/eval_monitor.log
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/train_realhumans_h3d_diffusion_span360.log -> experiments/realhumans_h3d_diffusion_span360/logs/train_realhumans_h3d_diffusion_span360.log
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/eval_monitor.log -> experiments/realhumans_h3d_diffusion_span360/logs/eval_monitor.log
[2026-07-20 16:45:18] eval done checkpoint_epoch_0019
[2026-07-20 17:12:45] eval start checkpoint_epoch_0024
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/envs/human3diffusion_cuda13/lib/python3.10/site-packages/transformers/utils/generic.py:311: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
  torch.utils._pytree._register_pytree_node(
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/envs/human3diffusion_cuda13/lib/python3.10/site-packages/transformers/utils/generic.py:311: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
  torch.utils._pytree._register_pytree_node(
WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for:
    PyTorch 2.10.0+cu128 with CUDA 1208 (you have 2.13.0+cu130)
    Python  3.10.19 (you have 3.10.16)
  Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers)
  Memory-efficient attention, SwiGLU, sparse and more won't be available.
  Set XFORMERS_MORE_DETAILS=1 for more details
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/core/attention.py:25: UserWarning: xFormers is disabled (Attention)
  warnings.warn("xFormers is disabled (Attention)")
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/core/attention.py:29: UserWarning: xFormers is not available (Attention)
  warnings.warn("xFormers is not available (Attention)")
############# MVD models loaded #############
############# MVR models loaded #############
Infer 4 images
Number of samples:  4
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_00
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_02
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_01
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_03
[upload-folder] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/code_snapshot -> experiments/realhumans_h3d_diffusion_span360/code_snapshot
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/checkpoint_epoch_0024/pytorch_model.bin -> experiments/realhumans_h3d_diffusion_span360/checkpoints/checkpoint_epoch_0024/pytorch_model.bin

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[upload-folder] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/singleview_eval_checkpoint_epoch_0024 -> experiments/realhumans_h3d_diffusion_span360/eval/singleview_eval_checkpoint_epoch_0024

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[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/loss.tsv -> experiments/realhumans_h3d_diffusion_span360/logs/loss.tsv
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/eval_monitor.log -> experiments/realhumans_h3d_diffusion_span360/logs/eval_monitor.log
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/train_realhumans_h3d_diffusion_span360.log -> experiments/realhumans_h3d_diffusion_span360/logs/train_realhumans_h3d_diffusion_span360.log
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/eval_monitor.log -> experiments/realhumans_h3d_diffusion_span360/logs/eval_monitor.log
[2026-07-20 17:17:02] eval done checkpoint_epoch_0024
[2026-07-20 17:44:29] eval start checkpoint_epoch_0029
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/envs/human3diffusion_cuda13/lib/python3.10/site-packages/transformers/utils/generic.py:311: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
  torch.utils._pytree._register_pytree_node(
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/envs/human3diffusion_cuda13/lib/python3.10/site-packages/transformers/utils/generic.py:311: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
  torch.utils._pytree._register_pytree_node(
WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for:
    PyTorch 2.10.0+cu128 with CUDA 1208 (you have 2.13.0+cu130)
    Python  3.10.19 (you have 3.10.16)
  Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers)
  Memory-efficient attention, SwiGLU, sparse and more won't be available.
  Set XFORMERS_MORE_DETAILS=1 for more details
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/core/attention.py:25: UserWarning: xFormers is disabled (Attention)
  warnings.warn("xFormers is disabled (Attention)")
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/core/attention.py:29: UserWarning: xFormers is not available (Attention)
  warnings.warn("xFormers is not available (Attention)")
############# MVD models loaded #############
############# MVR models loaded #############
Infer 4 images
Number of samples:  4
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_00
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_02
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_01
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_03
[upload-folder] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/code_snapshot -> experiments/realhumans_h3d_diffusion_span360/code_snapshot
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/checkpoint_epoch_0029/pytorch_model.bin -> experiments/realhumans_h3d_diffusion_span360/checkpoints/checkpoint_epoch_0029/pytorch_model.bin

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[upload-folder] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/singleview_eval_checkpoint_epoch_0029 -> experiments/realhumans_h3d_diffusion_span360/eval/singleview_eval_checkpoint_epoch_0029

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[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/loss.tsv -> experiments/realhumans_h3d_diffusion_span360/logs/loss.tsv
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/eval_monitor.log -> experiments/realhumans_h3d_diffusion_span360/logs/eval_monitor.log
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/train_realhumans_h3d_diffusion_span360.log -> experiments/realhumans_h3d_diffusion_span360/logs/train_realhumans_h3d_diffusion_span360.log
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/eval_monitor.log -> experiments/realhumans_h3d_diffusion_span360/logs/eval_monitor.log
[2026-07-20 17:48:47] eval done checkpoint_epoch_0029
[2026-07-20 18:16:15] eval start checkpoint_epoch_0034
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/envs/human3diffusion_cuda13/lib/python3.10/site-packages/transformers/utils/generic.py:311: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
  torch.utils._pytree._register_pytree_node(
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/envs/human3diffusion_cuda13/lib/python3.10/site-packages/transformers/utils/generic.py:311: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
  torch.utils._pytree._register_pytree_node(
WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for:
    PyTorch 2.10.0+cu128 with CUDA 1208 (you have 2.13.0+cu130)
    Python  3.10.19 (you have 3.10.16)
  Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers)
  Memory-efficient attention, SwiGLU, sparse and more won't be available.
  Set XFORMERS_MORE_DETAILS=1 for more details
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/core/attention.py:25: UserWarning: xFormers is disabled (Attention)
  warnings.warn("xFormers is disabled (Attention)")
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/core/attention.py:29: UserWarning: xFormers is not available (Attention)
  warnings.warn("xFormers is not available (Attention)")
############# MVD models loaded #############
############# MVR models loaded #############
Infer 4 images
Number of samples:  4
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_00
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_02
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_01
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_03
[upload-folder] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/code_snapshot -> experiments/realhumans_h3d_diffusion_span360/code_snapshot
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/checkpoint_epoch_0034/pytorch_model.bin -> experiments/realhumans_h3d_diffusion_span360/checkpoints/checkpoint_epoch_0034/pytorch_model.bin

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[upload-folder] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/singleview_eval_checkpoint_epoch_0034 -> experiments/realhumans_h3d_diffusion_span360/eval/singleview_eval_checkpoint_epoch_0034

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[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/loss.tsv -> experiments/realhumans_h3d_diffusion_span360/logs/loss.tsv
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/eval_monitor.log -> experiments/realhumans_h3d_diffusion_span360/logs/eval_monitor.log
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/train_realhumans_h3d_diffusion_span360.log -> experiments/realhumans_h3d_diffusion_span360/logs/train_realhumans_h3d_diffusion_span360.log
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/eval_monitor.log -> experiments/realhumans_h3d_diffusion_span360/logs/eval_monitor.log
[2026-07-20 18:20:38] eval done checkpoint_epoch_0034
[2026-07-20 18:48:05] eval start checkpoint_epoch_0039
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/envs/human3diffusion_cuda13/lib/python3.10/site-packages/transformers/utils/generic.py:311: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
  torch.utils._pytree._register_pytree_node(
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/envs/human3diffusion_cuda13/lib/python3.10/site-packages/transformers/utils/generic.py:311: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
  torch.utils._pytree._register_pytree_node(
WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for:
    PyTorch 2.10.0+cu128 with CUDA 1208 (you have 2.13.0+cu130)
    Python  3.10.19 (you have 3.10.16)
  Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers)
  Memory-efficient attention, SwiGLU, sparse and more won't be available.
  Set XFORMERS_MORE_DETAILS=1 for more details
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/core/attention.py:25: UserWarning: xFormers is disabled (Attention)
  warnings.warn("xFormers is disabled (Attention)")
/mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/core/attention.py:29: UserWarning: xFormers is not available (Attention)
  warnings.warn("xFormers is not available (Attention)")
############# MVD models loaded #############
############# MVR models loaded #############
Infer 4 images
Number of samples:  4
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_00
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_02
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_01
Infer RGBA, not using rembg
load context image, done remove background, recentered, make white background
Processing wild - test_03
[upload-folder] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/code_snapshot -> experiments/realhumans_h3d_diffusion_span360/code_snapshot
[upload] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/checkpoint_epoch_0039/pytorch_model.bin -> experiments/realhumans_h3d_diffusion_span360/checkpoints/checkpoint_epoch_0039/pytorch_model.bin

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[upload-folder] /mnt/localssd/colligo/contrib/Mori/collections/foundation_exploration/configs/genrender6/pixel_diffusion/lx_human/Human3Diffusion/workspace/realhumans_h3d_diffusion_span360/singleview_eval_checkpoint_epoch_0039 -> experiments/realhumans_h3d_diffusion_span360/eval/singleview_eval_checkpoint_epoch_0039

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mvrendering_3dgs.png: 100%|██████████| 1.18M/1.18M [00:00<00:00, 1.72MB/s]





Upload 8 LFS files:  12%|█▎        | 1/8 [00:00<00:05,  1.23it/s]
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gs.ply: 100%|██████████| 1.37M/1.37M [00:00<00:00, 3.82MB/s]





Upload 8 LFS files:  75%|███████▌  | 6/8 [00:01<00:00,  6.92it/s]
mvrendering_3dgs.png: 100%|██████████| 1.22M/1.22M [00:00<00:00, 3.18MB/s]





Upload 8 LFS files: 100%|██████████| 8/8 [00:01<00:00,  7.16it/s]
Upload 8 LFS files: 100%|██████████| 8/8 [00:01<00:00,  6.02it/s]