move all files needed to the root folder

.dockerignore

@@ -1,39 +0,0 @@
-# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
-# SPDX-License-Identifier: Apache-2.0
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-# http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# Please keep below sorted alphabetically
-
-__pycache__
-.cache
-.coverage
-.coverage.*
-.DS_Store
-.env
-.git
-.gitignore
-.pytest_cache
-.Python
-.tox
-.venv
-*.cover
-*.log
-*.pyc
-*.pyd
-*.pyo
-coverage.xml
-env
-nosetests.xml
-pip-delete-this-directory.txt
-pip-log.txt

.flake8

@@ -1,25 +0,0 @@
-# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
-# SPDX-License-Identifier: Apache-2.0
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-# http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-[flake8]
-enable-extensions = G
-select = B,C,E,F,G,P,SIM1,T4,W,B9
-max-line-length = 120
-# C408 ignored because we like the dict keyword argument syntax
-# E501 is not flexible enough, we're using B950 instead
-ignore =
-    E203,E305,E402,E501,E721,E741,F405,F821,F841,F999,W503,W504,C408,E302,W291,E303,E226,E265
-exclude =
-    third_party

.gitattributes

@@ -1,35 +0,0 @@
-*.7z filter=lfs diff=lfs merge=lfs -text
-*.arrow filter=lfs diff=lfs merge=lfs -text
-*.bin filter=lfs diff=lfs merge=lfs -text
-*.bz2 filter=lfs diff=lfs merge=lfs -text
-*.ckpt filter=lfs diff=lfs merge=lfs -text
-*.ftz filter=lfs diff=lfs merge=lfs -text
-*.gz filter=lfs diff=lfs merge=lfs -text
-*.h5 filter=lfs diff=lfs merge=lfs -text
-*.joblib filter=lfs diff=lfs merge=lfs -text
-*.lfs.* filter=lfs diff=lfs merge=lfs -text
-*.mlmodel filter=lfs diff=lfs merge=lfs -text
-*.model filter=lfs diff=lfs merge=lfs -text
-*.msgpack filter=lfs diff=lfs merge=lfs -text
-*.npy filter=lfs diff=lfs merge=lfs -text
-*.npz filter=lfs diff=lfs merge=lfs -text
-*.onnx filter=lfs diff=lfs merge=lfs -text
-*.ot filter=lfs diff=lfs merge=lfs -text
-*.parquet filter=lfs diff=lfs merge=lfs -text
-*.pb filter=lfs diff=lfs merge=lfs -text
-*.pickle filter=lfs diff=lfs merge=lfs -text
-*.pkl filter=lfs diff=lfs merge=lfs -text
-*.pt filter=lfs diff=lfs merge=lfs -text
-*.pth filter=lfs diff=lfs merge=lfs -text
-*.rar filter=lfs diff=lfs merge=lfs -text
-*.safetensors filter=lfs diff=lfs merge=lfs -text
-saved_model/**/* filter=lfs diff=lfs merge=lfs -text
-*.tar.* filter=lfs diff=lfs merge=lfs -text
-*.tar filter=lfs diff=lfs merge=lfs -text
-*.tflite filter=lfs diff=lfs merge=lfs -text
-*.tgz filter=lfs diff=lfs merge=lfs -text
-*.wasm filter=lfs diff=lfs merge=lfs -text
-*.xz filter=lfs diff=lfs merge=lfs -text
-*.zip filter=lfs diff=lfs merge=lfs -text
-*.zst filter=lfs diff=lfs merge=lfs -text
-*tfevents* filter=lfs diff=lfs merge=lfs -text

.github/workflows/lint.yml

@@ -1,35 +0,0 @@
-# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
-# SPDX-License-Identifier: Apache-2.0
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-# http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# lint.yml : A workflow to trigger lint tests on GitHub
-name: 'Lint'
-on:
-  pull_request:
-  workflow_dispatch:
-jobs:
-  lint:
-    name: 'Linting'
-    runs-on: ubuntu-latest
-    steps:
-      - name: 'Checkout'
-        uses: actions/checkout@v4
-      - name: 'Setup Python'
-        uses: actions/setup-python@v5
-        with:
-          python-version: 'pypy3.10'
-      - name: 'Lint'
-        run: |
-          sudo apt-get update
-          bash ./cosmos1/scripts/format.sh

.pre-commit-config.yaml

@@ -1,53 +0,0 @@
-# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
-# SPDX-License-Identifier: Apache-2.0
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-# http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-default_language_version:
-  python: python3.10
-repos:
-  - repo: https://github.com/pycqa/flake8
-    rev: 6.0.0
-    hooks:
-    - id: flake8
-      args: [--max-line-length=120]
-      exclude: ^dist/|^third_party/
-
-  - repo: https://github.com/psf/black
-    rev: 23.12.1
-    hooks:
-      - id: black
-        args: [--line-length=120]
-        exclude: ^dist/|^third_party/
-
-  - repo: https://github.com/timothycrosley/isort
-    rev: 5.12.0
-    hooks:
-      - id: isort
-        args: [--line-length=120]
-
-  - repo: https://github.com/MarcoGorelli/absolufy-imports
-    rev: v0.3.1
-    hooks:
-    -   id: absolufy-imports
-
-  - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.0.1
-    hooks:
-      - id: trailing-whitespace
-        exclude: ^tests/.*/fixtures/.*
-        args: [--markdown-linebreak-ext=md]
-      - id: end-of-file-fixer
-        exclude: ^tests/.*/fixtures/.*
-      - id: check-added-large-files
-        args: ['--maxkb=2000']

ATTRIBUTIONS.md

@@ -1,1437 +0,0 @@
-# Open Source License Attribution
-
-   Cosmos uses Open Source components. You can find the details of these open-source projects along with license information below, sorted alphabetically.
-   We are grateful to the developers for their contributions to open source and acknowledge these below.
-
-## Better-Profanity - [MIT License](https://github.com/snguyenthanh/better_profanity/blob/master/LICENSE)
-
-   ```
-
-   Copyright (c) 2018 The Python Packaging Authority
-
-   Permission is hereby granted, free of charge, to any person obtaining a copy
-   of this software and associated documentation files (the "Software"), to deal
-   in the Software without restriction, including without limitation the rights
-   to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-   copies of the Software, and to permit persons to whom the Software is
-   furnished to do so, subject to the following conditions:
-
-   The above copyright notice and this permission notice shall be included in all
-   copies or substantial portions of the Software.
-
-   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-   IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-   FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-   AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-   LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-   OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-   SOFTWARE.
-
-   ```
-
-## FFmpeg - [FFMPEG License](https://github.com/FFmpeg/FFmpeg/blob/master/LICENSE.md)
-
-   ```
-   # License
-
-   Most files in FFmpeg are under the GNU Lesser General Public License version 2.1
-   or later (LGPL v2.1+). Read the file `COPYING.LGPLv2.1` for details. Some other
-   files have MIT/X11/BSD-style licenses. In combination the LGPL v2.1+ applies to
-   FFmpeg.
-
-   Some optional parts of FFmpeg are licensed under the GNU General Public License
-   version 2 or later (GPL v2+). See the file `COPYING.GPLv2` for details. None of
-   these parts are used by default, you have to explicitly pass `--enable-gpl` to
-   configure to activate them. In this case, FFmpeg's license changes to GPL v2+.
-
-   Specifically, the GPL parts of FFmpeg are:
-
-   - libpostproc
-   - optional x86 optimization in the files
-       - `libavcodec/x86/flac_dsp_gpl.asm`
-       - `libavcodec/x86/idct_mmx.c`
-       - `libavfilter/x86/vf_removegrain.asm`
-   - the following building and testing tools
-       - `compat/solaris/make_sunver.pl`
-       - `doc/t2h.pm`
-       - `doc/texi2pod.pl`
-       - `libswresample/tests/swresample.c`
-       - `tests/checkasm/*`
-       - `tests/tiny_ssim.c`
-   - the following filters in libavfilter:
-       - `signature_lookup.c`
-       - `vf_blackframe.c`
-       - `vf_boxblur.c`
-       - `vf_colormatrix.c`
-       - `vf_cover_rect.c`
-       - `vf_cropdetect.c`
-       - `vf_delogo.c`
-       - `vf_eq.c`
-       - `vf_find_rect.c`
-       - `vf_fspp.c`
-       - `vf_histeq.c`
-       - `vf_hqdn3d.c`
-       - `vf_kerndeint.c`
-       - `vf_lensfun.c` (GPL version 3 or later)
-       - `vf_mcdeint.c`
-       - `vf_mpdecimate.c`
-       - `vf_nnedi.c`
-       - `vf_owdenoise.c`
-       - `vf_perspective.c`
-       - `vf_phase.c`
-       - `vf_pp.c`
-       - `vf_pp7.c`
-       - `vf_pullup.c`
-       - `vf_repeatfields.c`
-       - `vf_sab.c`
-       - `vf_signature.c`
-       - `vf_smartblur.c`
-       - `vf_spp.c`
-       - `vf_stereo3d.c`
-       - `vf_super2xsai.c`
-       - `vf_tinterlace.c`
-       - `vf_uspp.c`
-       - `vf_vaguedenoiser.c`
-       - `vsrc_mptestsrc.c`
-
-   Should you, for whatever reason, prefer to use version 3 of the (L)GPL, then
-   the configure parameter `--enable-version3` will activate this licensing option
-   for you. Read the file `COPYING.LGPLv3` or, if you have enabled GPL parts,
-   `COPYING.GPLv3` to learn the exact legal terms that apply in this case.
-
-   There are a handful of files under other licensing terms, namely:
-
-   * The files `libavcodec/jfdctfst.c`, `libavcodec/jfdctint_template.c` and
-     `libavcodec/jrevdct.c` are taken from libjpeg, see the top of the files for
-     licensing details. Specifically note that you must credit the IJG in the
-     documentation accompanying your program if you only distribute executables.
-     You must also indicate any changes including additions and deletions to
-     those three files in the documentation.
-   * `tests/reference.pnm` is under the expat license.
-
-
-   ## External libraries
-
-   FFmpeg can be combined with a number of external libraries, which sometimes
-   affect the licensing of binaries resulting from the combination.
-
-   ### Compatible libraries
-
-   The following libraries are under GPL version 2:
-   - avisynth
-   - frei0r
-   - libcdio
-   - libdavs2
-   - librubberband
-   - libvidstab
-   - libx264
-   - libx265
-   - libxavs
-   - libxavs2
-   - libxvid
-
-   When combining them with FFmpeg, FFmpeg needs to be licensed as GPL as well by
-   passing `--enable-gpl` to configure.
-
-   The following libraries are under LGPL version 3:
-   - gmp
-   - libaribb24
-   - liblensfun
-
-   When combining them with FFmpeg, use the configure option `--enable-version3` to
-   upgrade FFmpeg to the LGPL v3.
-
-   The VMAF, mbedTLS, RK MPI, OpenCORE and VisualOn libraries are under the Apache License
-   2.0. That license is incompatible with the LGPL v2.1 and the GPL v2, but not with
-   version 3 of those licenses. So to combine these libraries with FFmpeg, the
-   license version needs to be upgraded by passing `--enable-version3` to configure.
-
-   The smbclient library is under the GPL v3, to combine it with FFmpeg,
-   the options `--enable-gpl` and `--enable-version3` have to be passed to
-   configure to upgrade FFmpeg to the GPL v3.
-
-   ### Incompatible libraries
-
-   There are certain libraries you can combine with FFmpeg whose licenses are not
-   compatible with the GPL and/or the LGPL. If you wish to enable these
-   libraries, even in circumstances that their license may be incompatible, pass
-   `--enable-nonfree` to configure. This will cause the resulting binary to be
-   unredistributable.
-
-   The Fraunhofer FDK AAC and OpenSSL libraries are under licenses which are
-   incompatible with the GPLv2 and v3. To the best of our knowledge, they are
-   compatible with the LGPL.
-
-   ```
-
-## Hydra-core [MIT License](https://github.com/facebookresearch/hydra/blob/main/LICENSE)
-
-   ```
-
-   MIT License
-
-   Copyright (c) Facebook, Inc. and its affiliates.
-
-   Permission is hereby granted, free of charge, to any person obtaining a copy
-   of this software and associated documentation files (the "Software"), to deal
-   in the Software without restriction, including without limitation the rights
-   to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-   copies of the Software, and to permit persons to whom the Software is
-   furnished to do so, subject to the following conditions:
-
-   The above copyright notice and this permission notice shall be included in all
-   copies or substantial portions of the Software.
-
-   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-   IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-   FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-   AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-   LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-   OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-   SOFTWARE.
-
-   ```
-
-## ImageIo - [BSD 2-Clause "Simplified" License](https://github.com/imageio/imageio/blob/master/LICENSE)
-
-   ```
-
-   Copyright (c) 2014-2022, imageio developers
-   All rights reserved.
-
-   Redistribution and use in source and binary forms, with or without
-   modification, are permitted provided that the following conditions are met:
-
-   * Redistributions of source code must retain the above copyright notice, this
-     list of conditions and the following disclaimer.
-
-   * Redistributions in binary form must reproduce the above copyright notice,
-     this list of conditions and the following disclaimer in the documentation
-     and/or other materials provided with the distribution.
-
-   THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
-   AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
-   IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
-   DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
-   FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
-   DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
-   SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
-   CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
-   OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
-   OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
-
-   ```
-
-## Iopath - [MIT License](https://github.com/facebookresearch/iopath/blob/main/LICENSE)
-
-   ```
-   MIT License
-
-   Copyright (c) Facebook, Inc. and its affiliates.
-
-   Permission is hereby granted, free of charge, to any person obtaining a copy
-   of this software and associated documentation files (the "Software"), to deal
-   in the Software without restriction, including without limitation the rights
-   to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-   copies of the Software, and to permit persons to whom the Software is
-   furnished to do so, subject to the following conditions:
-
-   The above copyright notice and this permission notice shall be included in all
-   copies or substantial portions of the Software.
-
-   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-   IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-   FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-   AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-   LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-   OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-   SOFTWARE.
-
-   ```
-
-## Loguru - [MIT License](https://github.com/Delgan/loguru/blob/master/LICENSE)
-
-   ```
-
-   MIT License
-
-   Copyright (c) 2017
-
-   Permission is hereby granted, free of charge, to any person obtaining a copy
-   of this software and associated documentation files (the "Software"), to deal
-   in the Software without restriction, including without limitation the rights
-   to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-   copies of the Software, and to permit persons to whom the Software is
-   furnished to do so, subject to the following conditions:
-
-   The above copyright notice and this permission notice shall be included in all
-   copies or substantial portions of the Software.
-
-   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-   IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-   FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-   AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-   LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-   OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-   SOFTWARE.
-
-   ```
-
-## Mediapy - [Apache License 2.0](https://github.com/google/mediapy/blob/main/LICENSE)
-
-   ```
-
-                                    Apache License
-                              Version 2.0, January 2004
-                           http://www.apache.org/licenses/
-
-      TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
-
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-
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-
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-         the copyright owner that is granting the License.
-
-         "Legal Entity" shall mean the union of the acting entity and all
-         other entities that control, are controlled by, or are under common
-         control with that entity. For the purposes of this definition,
-         "control" means (i) the power, direct or indirect, to cause the
-         direction or management of such entity, whether by contract or
-         otherwise, or (ii) ownership of fifty percent (50%) or more of the
-         outstanding shares, or (iii) beneficial ownership of such entity.
-
-         "You" (or "Your") shall mean an individual or Legal Entity
-         exercising permissions granted by this License.
-
-         "Source" form shall mean the preferred form for making modifications,
-         including but not limited to software source code, documentation
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-         transformation or translation of a Source form, including but
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-         "Work" shall mean the work of authorship, whether in Source or
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-         copyright notice that is included in or attached to the work
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-         for use, reproduction, or distribution of Your modifications, or
-         for any such Derivative Works as a whole, provided Your use,
-         reproduction, and distribution of the Work otherwise complies with
-         the conditions stated in this License.
-
-      5. Submission of Contributions. Unless You explicitly state otherwise,
-         any Contribution intentionally submitted for inclusion in the Work
-         by You to the Licensor shall be under the terms and conditions of
-         this License, without any additional terms or conditions.
-         Notwithstanding the above, nothing herein shall supersede or modify
-         the terms of any separate license agreement you may have executed
-         with Licensor regarding such Contributions.
-
-      6. Trademarks. This License does not grant permission to use the trade
-         names, trademarks, service marks, or product names of the Licensor,
-         except as required for reasonable and customary use in describing the
-         origin of the Work and reproducing the content of the NOTICE file.
-
-      7. Disclaimer of Warranty. Unless required by applicable law or
-         agreed to in writing, Licensor provides the Work (and each
-         Contributor provides its Contributions) on an "AS IS" BASIS,
-         WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
-         implied, including, without limitation, any warranties or conditions
-         of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
-         PARTICULAR PURPOSE. You are solely responsible for determining the
-         appropriateness of using or redistributing the Work and assume any
-         risks associated with Your exercise of permissions under this License.
-
-      8. Limitation of Liability. In no event and under no legal theory,
-         whether in tort (including negligence), contract, or otherwise,
-         unless required by applicable law (such as deliberate and grossly
-         negligent acts) or agreed to in writing, shall any Contributor be
-         liable to You for damages, including any direct, indirect, special,
-         incidental, or consequential damages of any character arising as a
-         result of this License or out of the use or inability to use the
-         Work (including but not limited to damages for loss of goodwill,
-         work stoppage, computer failure or malfunction, or any and all
-         other commercial damages or losses), even if such Contributor
-         has been advised of the possibility of such damages.
-
-      9. Accepting Warranty or Additional Liability. While redistributing
-         the Work or Derivative Works thereof, You may choose to offer,
-         and charge a fee for, acceptance of support, warranty, indemnity,
-         or other liability obligations and/or rights consistent with this
-         License. However, in accepting such obligations, You may act only
-         on Your own behalf and on Your sole responsibility, not on behalf
-         of any other Contributor, and only if You agree to indemnify,
-         defend, and hold each Contributor harmless for any liability
-         incurred by, or claims asserted against, such Contributor by reason
-         of your accepting any such warranty or additional liability.
-
-      END OF TERMS AND CONDITIONS
-
-      APPENDIX: How to apply the Apache License to your work.
-
-         To apply the Apache License to your work, attach the following
-         boilerplate notice, with the fields enclosed by brackets "[]"
-         replaced with your own identifying information. (Don't include
-         the brackets!)  The text should be enclosed in the appropriate
-         comment syntax for the file format. We also recommend that a
-         file or class name and description of purpose be included on the
-         same "printed page" as the copyright notice for easier
-         identification within third-party archives.
-
-      Copyright [yyyy] [name of copyright owner]
-
-      Licensed under the Apache License, Version 2.0 (the "License");
-      you may not use this file except in compliance with the License.
-      You may obtain a copy of the License at
-
-          http://www.apache.org/licenses/LICENSE-2.0
-
-      Unless required by applicable law or agreed to in writing, software
-      distributed under the License is distributed on an "AS IS" BASIS,
-      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-      See the License for the specific language governing permissions and
-      limitations under the License.
-
-   ```
-
-## Nltk - [Apache License 2.0](https://github.com/nltk/nltk/blob/develop/LICENSE.txt)
-
-   ```
-
-                                    Apache License
-                              Version 2.0, January 2004
-                           http://www.apache.org/licenses/
-
-      TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
-
-      1. Definitions.
-
-         "License" shall mean the terms and conditions for use, reproduction,
-         and distribution as defined by Sections 1 through 9 of this document.
-
-         "Licensor" shall mean the copyright owner or entity authorized by
-         the copyright owner that is granting the License.
-
-         "Legal Entity" shall mean the union of the acting entity and all
-         other entities that control, are controlled by, or are under common
-         control with that entity. For the purposes of this definition,
-         "control" means (i) the power, direct or indirect, to cause the
-         direction or management of such entity, whether by contract or
-         otherwise, or (ii) ownership of fifty percent (50%) or more of the
-         outstanding shares, or (iii) beneficial ownership of such entity.
-
-         "You" (or "Your") shall mean an individual or Legal Entity
-         exercising permissions granted by this License.
-
-         "Source" form shall mean the preferred form for making modifications,
-         including but not limited to software source code, documentation
-         source, and configuration files.
-
-         "Object" form shall mean any form resulting from mechanical
-         transformation or translation of a Source form, including but
-         not limited to compiled object code, generated documentation,
-         and conversions to other media types.
-
-         "Work" shall mean the work of authorship, whether in Source or
-         Object form, made available under the License, as indicated by a
-         copyright notice that is included in or attached to the work
-         (an example is provided in the Appendix below).
-
-         "Derivative Works" shall mean any work, whether in Source or Object
-         form, that is based on (or derived from) the Work and for which the
-         editorial revisions, annotations, elaborations, or other modifications
-         represent, as a whole, an original work of authorship. For the purposes
-         of this License, Derivative Works shall not include works that remain
-         separable from, or merely link (or bind by name) to the interfaces of,
-         the Work and Derivative Works thereof.
-
-         "Contribution" shall mean any work of authorship, including
-         the original version of the Work and any modifications or additions
-         to that Work or Derivative Works thereof, that is intentionally
-         submitted to Licensor for inclusion in the Work by the copyright owner
-         or by an individual or Legal Entity authorized to submit on behalf of
-         the copyright owner. For the purposes of this definition, "submitted"
-         means any form of electronic, verbal, or written communication sent
-         to the Licensor or its representatives, including but not limited to
-         communication on electronic mailing lists, source code control systems,
-         and issue tracking systems that are managed by, or on behalf of, the
-         Licensor for the purpose of discussing and improving the Work, but
-         excluding communication that is conspicuously marked or otherwise
-         designated in writing by the copyright owner as "Not a Contribution."
-
-         "Contributor" shall mean Licensor and any individual or Legal Entity
-         on behalf of whom a Contribution has been received by Licensor and
-         subsequently incorporated within the Work.
-
-      2. Grant of Copyright License. Subject to the terms and conditions of
-         this License, each Contributor hereby grants to You a perpetual,
-         worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-         copyright license to reproduce, prepare Derivative Works of,
-         publicly display, publicly perform, sublicense, and distribute the
-         Work and such Derivative Works in Source or Object form.
-
-      3. Grant of Patent License. Subject to the terms and conditions of
-         this License, each Contributor hereby grants to You a perpetual,
-         worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-         (except as stated in this section) patent license to make, have made,
-         use, offer to sell, sell, import, and otherwise transfer the Work,
-         where such license applies only to those patent claims licensable
-         by such Contributor that are necessarily infringed by their
-         Contribution(s) alone or by combination of their Contribution(s)
-         with the Work to which such Contribution(s) was submitted. If You
-         institute patent litigation against any entity (including a
-         cross-claim or counterclaim in a lawsuit) alleging that the Work
-         or a Contribution incorporated within the Work constitutes direct
-         or contributory patent infringement, then any patent licenses
-         granted to You under this License for that Work shall terminate
-         as of the date such litigation is filed.
-
-      4. Redistribution. You may reproduce and distribute copies of the
-         Work or Derivative Works thereof in any medium, with or without
-         modifications, and in Source or Object form, provided that You
-         meet the following conditions:
-
-         (a) You must give any other recipients of the Work or
-             Derivative Works a copy of this License; and
-
-         (b) You must cause any modified files to carry prominent notices
-             stating that You changed the files; and
-
-         (c) You must retain, in the Source form of any Derivative Works
-             that You distribute, all copyright, patent, trademark, and
-             attribution notices from the Source form of the Work,
-             excluding those notices that do not pertain to any part of
-             the Derivative Works; and
-
-         (d) If the Work includes a "NOTICE" text file as part of its
-             distribution, then any Derivative Works that You distribute must
-             include a readable copy of the attribution notices contained
-             within such NOTICE file, excluding those notices that do not
-             pertain to any part of the Derivative Works, in at least one
-             of the following places: within a NOTICE text file distributed
-             as part of the Derivative Works; within the Source form or
-             documentation, if provided along with the Derivative Works; or,
-             within a display generated by the Derivative Works, if and
-             wherever such third-party notices normally appear. The contents
-             of the NOTICE file are for informational purposes only and
-             do not modify the License. You may add Your own attribution
-             notices within Derivative Works that You distribute, alongside
-             or as an addendum to the NOTICE text from the Work, provided
-             that such additional attribution notices cannot be construed
-             as modifying the License.
-
-         You may add Your own copyright statement to Your modifications and
-         may provide additional or different license terms and conditions
-         for use, reproduction, or distribution of Your modifications, or
-         for any such Derivative Works as a whole, provided Your use,
-         reproduction, and distribution of the Work otherwise complies with
-         the conditions stated in this License.
-
-      5. Submission of Contributions. Unless You explicitly state otherwise,
-         any Contribution intentionally submitted for inclusion in the Work
-         by You to the Licensor shall be under the terms and conditions of
-         this License, without any additional terms or conditions.
-         Notwithstanding the above, nothing herein shall supersede or modify
-         the terms of any separate license agreement you may have executed
-         with Licensor regarding such Contributions.
-
-      6. Trademarks. This License does not grant permission to use the trade
-         names, trademarks, service marks, or product names of the Licensor,
-         except as required for reasonable and customary use in describing the
-         origin of the Work and reproducing the content of the NOTICE file.
-
-      7. Disclaimer of Warranty. Unless required by applicable law or
-         agreed to in writing, Licensor provides the Work (and each
-         Contributor provides its Contributions) on an "AS IS" BASIS,
-         WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
-         implied, including, without limitation, any warranties or conditions
-         of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
-         PARTICULAR PURPOSE. You are solely responsible for determining the
-         appropriateness of using or redistributing the Work and assume any
-         risks associated with Your exercise of permissions under this License.
-
-      8. Limitation of Liability. In no event and under no legal theory,
-         whether in tort (including negligence), contract, or otherwise,
-         unless required by applicable law (such as deliberate and grossly
-         negligent acts) or agreed to in writing, shall any Contributor be
-         liable to You for damages, including any direct, indirect, special,
-         incidental, or consequential damages of any character arising as a
-         result of this License or out of the use or inability to use the
-         Work (including but not limited to damages for loss of goodwill,
-         work stoppage, computer failure or malfunction, or any and all
-         other commercial damages or losses), even if such Contributor
-         has been advised of the possibility of such damages.
-
-      9. Accepting Warranty or Additional Liability. While redistributing
-         the Work or Derivative Works thereof, You may choose to offer,
-         and charge a fee for, acceptance of support, warranty, indemnity,
-         or other liability obligations and/or rights consistent with this
-         License. However, in accepting such obligations, You may act only
-         on Your own behalf and on Your sole responsibility, not on behalf
-         of any other Contributor, and only if You agree to indemnify,
-         defend, and hold each Contributor harmless for any liability
-         incurred by, or claims asserted against, such Contributor by reason
-         of your accepting any such warranty or additional liability.
-
-      END OF TERMS AND CONDITIONS
-
-      APPENDIX: How to apply the Apache License to your work.
-
-         To apply the Apache License to your work, attach the following
-         boilerplate notice, with the fields enclosed by brackets "[]"
-         replaced with your own identifying information. (Don't include
-         the brackets!)  The text should be enclosed in the appropriate
-         comment syntax for the file format. We also recommend that a
-         file or class name and description of purpose be included on the
-         same "printed page" as the copyright notice for easier
-         identification within third-party archives.
-
-      Copyright [yyyy] [name of copyright owner]
-
-      Licensed under the Apache License, Version 2.0 (the "License");
-      you may not use this file except in compliance with the License.
-      You may obtain a copy of the License at
-
-          http://www.apache.org/licenses/LICENSE-2.0
-
-      Unless required by applicable law or agreed to in writing, software
-      distributed under the License is distributed on an "AS IS" BASIS,
-      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-      See the License for the specific language governing permissions and
-      limitations under the License.
-
-   ```
-
-## PEFT - [Apache License 2.0](https://github.com/huggingface/peft/blob/main/LICENSE)
-
-   ```
-
-                                    Apache License
-                              Version 2.0, January 2004
-                           http://www.apache.org/licenses/
-
-      TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
-
-      1. Definitions.
-
-         "License" shall mean the terms and conditions for use, reproduction,
-         and distribution as defined by Sections 1 through 9 of this document.
-
-         "Licensor" shall mean the copyright owner or entity authorized by
-         the copyright owner that is granting the License.
-
-         "Legal Entity" shall mean the union of the acting entity and all
-         other entities that control, are controlled by, or are under common
-         control with that entity. For the purposes of this definition,
-         "control" means (i) the power, direct or indirect, to cause the
-         direction or management of such entity, whether by contract or
-         otherwise, or (ii) ownership of fifty percent (50%) or more of the
-         outstanding shares, or (iii) beneficial ownership of such entity.
-
-         "You" (or "Your") shall mean an individual or Legal Entity
-         exercising permissions granted by this License.
-
-         "Source" form shall mean the preferred form for making modifications,
-         including but not limited to software source code, documentation
-         source, and configuration files.
-
-         "Object" form shall mean any form resulting from mechanical
-         transformation or translation of a Source form, including but
-         not limited to compiled object code, generated documentation,
-         and conversions to other media types.
-
-         "Work" shall mean the work of authorship, whether in Source or
-         Object form, made available under the License, as indicated by a
-         copyright notice that is included in or attached to the work
-         (an example is provided in the Appendix below).
-
-         "Derivative Works" shall mean any work, whether in Source or Object
-         form, that is based on (or derived from) the Work and for which the
-         editorial revisions, annotations, elaborations, or other modifications
-         represent, as a whole, an original work of authorship. For the purposes
-         of this License, Derivative Works shall not include works that remain
-         separable from, or merely link (or bind by name) to the interfaces of,
-         the Work and Derivative Works thereof.
-
-         "Contribution" shall mean any work of authorship, including
-         the original version of the Work and any modifications or additions
-         to that Work or Derivative Works thereof, that is intentionally
-         submitted to Licensor for inclusion in the Work by the copyright owner
-         or by an individual or Legal Entity authorized to submit on behalf of
-         the copyright owner. For the purposes of this definition, "submitted"
-         means any form of electronic, verbal, or written communication sent
-         to the Licensor or its representatives, including but not limited to
-         communication on electronic mailing lists, source code control systems,
-         and issue tracking systems that are managed by, or on behalf of, the
-         Licensor for the purpose of discussing and improving the Work, but
-         excluding communication that is conspicuously marked or otherwise
-         designated in writing by the copyright owner as "Not a Contribution."
-
-         "Contributor" shall mean Licensor and any individual or Legal Entity
-         on behalf of whom a Contribution has been received by Licensor and
-         subsequently incorporated within the Work.
-
-      2. Grant of Copyright License. Subject to the terms and conditions of
-         this License, each Contributor hereby grants to You a perpetual,
-         worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-         copyright license to reproduce, prepare Derivative Works of,
-         publicly display, publicly perform, sublicense, and distribute the
-         Work and such Derivative Works in Source or Object form.
-
-      3. Grant of Patent License. Subject to the terms and conditions of
-         this License, each Contributor hereby grants to You a perpetual,
-         worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-         (except as stated in this section) patent license to make, have made,
-         use, offer to sell, sell, import, and otherwise transfer the Work,
-         where such license applies only to those patent claims licensable
-         by such Contributor that are necessarily infringed by their
-         Contribution(s) alone or by combination of their Contribution(s)
-         with the Work to which such Contribution(s) was submitted. If You
-         institute patent litigation against any entity (including a
-         cross-claim or counterclaim in a lawsuit) alleging that the Work
-         or a Contribution incorporated within the Work constitutes direct
-         or contributory patent infringement, then any patent licenses
-         granted to You under this License for that Work shall terminate
-         as of the date such litigation is filed.
-
-      4. Redistribution. You may reproduce and distribute copies of the
-         Work or Derivative Works thereof in any medium, with or without
-         modifications, and in Source or Object form, provided that You
-         meet the following conditions:
-
-         (a) You must give any other recipients of the Work or
-             Derivative Works a copy of this License; and
-
-         (b) You must cause any modified files to carry prominent notices
-             stating that You changed the files; and
-
-         (c) You must retain, in the Source form of any Derivative Works
-             that You distribute, all copyright, patent, trademark, and
-             attribution notices from the Source form of the Work,
-             excluding those notices that do not pertain to any part of
-             the Derivative Works; and
-
-         (d) If the Work includes a "NOTICE" text file as part of its
-             distribution, then any Derivative Works that You distribute must
-             include a readable copy of the attribution notices contained
-             within such NOTICE file, excluding those notices that do not
-             pertain to any part of the Derivative Works, in at least one
-             of the following places: within a NOTICE text file distributed
-             as part of the Derivative Works; within the Source form or
-             documentation, if provided along with the Derivative Works; or,
-             within a display generated by the Derivative Works, if and
-             wherever such third-party notices normally appear. The contents
-             of the NOTICE file are for informational purposes only and
-             do not modify the License. You may add Your own attribution
-             notices within Derivative Works that You distribute, alongside
-             or as an addendum to the NOTICE text from the Work, provided
-             that such additional attribution notices cannot be construed
-             as modifying the License.
-
-         You may add Your own copyright statement to Your modifications and
-         may provide additional or different license terms and conditions
-         for use, reproduction, or distribution of Your modifications, or
-         for any such Derivative Works as a whole, provided Your use,
-         reproduction, and distribution of the Work otherwise complies with
-         the conditions stated in this License.
-
-      5. Submission of Contributions. Unless You explicitly state otherwise,
-         any Contribution intentionally submitted for inclusion in the Work
-         by You to the Licensor shall be under the terms and conditions of
-         this License, without any additional terms or conditions.
-         Notwithstanding the above, nothing herein shall supersede or modify
-         the terms of any separate license agreement you may have executed
-         with Licensor regarding such Contributions.
-
-      6. Trademarks. This License does not grant permission to use the trade
-         names, trademarks, service marks, or product names of the Licensor,
-         except as required for reasonable and customary use in describing the
-         origin of the Work and reproducing the content of the NOTICE file.
-
-      7. Disclaimer of Warranty. Unless required by applicable law or
-         agreed to in writing, Licensor provides the Work (and each
-         Contributor provides its Contributions) on an "AS IS" BASIS,
-         WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
-         implied, including, without limitation, any warranties or conditions
-         of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
-         PARTICULAR PURPOSE. You are solely responsible for determining the
-         appropriateness of using or redistributing the Work and assume any
-         risks associated with Your exercise of permissions under this License.
-
-      8. Limitation of Liability. In no event and under no legal theory,
-         whether in tort (including negligence), contract, or otherwise,
-         unless required by applicable law (such as deliberate and grossly
-         negligent acts) or agreed to in writing, shall any Contributor be
-         liable to You for damages, including any direct, indirect, special,
-         incidental, or consequential damages of any character arising as a
-         result of this License or out of the use or inability to use the
-         Work (including but not limited to damages for loss of goodwill,
-         work stoppage, computer failure or malfunction, or any and all
-         other commercial damages or losses), even if such Contributor
-         has been advised of the possibility of such damages.
-
-      9. Accepting Warranty or Additional Liability. While redistributing
-         the Work or Derivative Works thereof, You may choose to offer,
-         and charge a fee for, acceptance of support, warranty, indemnity,
-         or other liability obligations and/or rights consistent with this
-         License. However, in accepting such obligations, You may act only
-         on Your own behalf and on Your sole responsibility, not on behalf
-         of any other Contributor, and only if You agree to indemnify,
-         defend, and hold each Contributor harmless for any liability
-         incurred by, or claims asserted against, such Contributor by reason
-         of your accepting any such warranty or additional liability.
-
-      END OF TERMS AND CONDITIONS
-
-      APPENDIX: How to apply the Apache License to your work.
-
-         To apply the Apache License to your work, attach the following
-         boilerplate notice, with the fields enclosed by brackets "[]"
-         replaced with your own identifying information. (Don't include
-         the brackets!)  The text should be enclosed in the appropriate
-         comment syntax for the file format. We also recommend that a
-         file or class name and description of purpose be included on the
-         same "printed page" as the copyright notice for easier
-         identification within third-party archives.
-
-      Copyright [yyyy] [name of copyright owner]
-
-      Licensed under the Apache License, Version 2.0 (the "License");
-      you may not use this file except in compliance with the License.
-      You may obtain a copy of the License at
-
-          http://www.apache.org/licenses/LICENSE-2.0
-
-      Unless required by applicable law or agreed to in writing, software
-      distributed under the License is distributed on an "AS IS" BASIS,
-      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-      See the License for the specific language governing permissions and
-      limitations under the License.
-
-   ```
-
-## Pillow - [MIT License](https://github.com/python-pillow/Pillow/blob/main/LICENSE)
-
-   ```
-
-   The Python Imaging Library (PIL) is
-
-       Copyright © 1997-2011 by Secret Labs AB
-       Copyright © 1995-2011 by Fredrik Lundh and contributors
-
-   Pillow is the friendly PIL fork. It is
-
-       Copyright © 2010 by Jeffrey A. Clark and contributors
-
-   Like PIL, Pillow is licensed under the open source MIT-CMU License:
-
-   By obtaining, using, and/or copying this software and/or its associated
-   documentation, you agree that you have read, understood, and will comply
-   with the following terms and conditions:
-
-   Permission to use, copy, modify and distribute this software and its
-   documentation for any purpose and without fee is hereby granted,
-   provided that the above copyright notice appears in all copies, and that
-   both that copyright notice and this permission notice appear in supporting
-   documentation, and that the name of Secret Labs AB or the author not be
-   used in advertising or publicity pertaining to distribution of the software
-   without specific, written prior permission.
-
-   SECRET LABS AB AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH REGARD TO THIS
-   SOFTWARE, INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS.
-   IN NO EVENT SHALL SECRET LABS AB OR THE AUTHOR BE LIABLE FOR ANY SPECIAL,
-   INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM
-   LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE
-   OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR
-   PERFORMANCE OF THIS SOFTWARE.
-
-   ```
-
-## PyAV - [BSD 3-Clause "New" or "Revised" License](https://github.com/PyAV-Org/PyAV/blob/main/LICENSE.txt)
-
-   ```
-
-   Copyright retained by original committers. All rights reserved.
-
-   Redistribution and use in source and binary forms, with or without
-   modification, are permitted provided that the following conditions are met:
-       * Redistributions of source code must retain the above copyright
-         notice, this list of conditions and the following disclaimer.
-       * Redistributions in binary form must reproduce the above copyright
-         notice, this list of conditions and the following disclaimer in the
-         documentation and/or other materials provided with the distribution.
-       * Neither the name of the project nor the names of its contributors may be
-         used to endorse or promote products derived from this software without
-         specific prior written permission.
-
-   THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
-   AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
-   IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
-   DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDERS BE LIABLE FOR ANY DIRECT,
-   INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
-   BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
-   DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
-   OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
-   NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE,
-   EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
-
-   ```
-
-## Pytorch_Retinaface - [MIT License](https://github.com/biubug6/Pytorch_Retinaface/blob/master/LICENSE.MIT)
-
-   ```
-   MIT License
-
-   Copyright (c) 2019
-
-   Permission is hereby granted, free of charge, to any person obtaining a copy
-   of this software and associated documentation files (the "Software"), to deal
-   in the Software without restriction, including without limitation the rights
-   to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-   copies of the Software, and to permit persons to whom the Software is
-   furnished to do so, subject to the following conditions:
-
-   The above copyright notice and this permission notice shall be included in all
-   copies or substantial portions of the Software.
-
-   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-   IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-   FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-   AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-   LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-   OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-   SOFTWARE.
-   ```
-
-## Sentencepiece - [Apache License 2.0](https://github.com/google/sentencepiece/blob/master/LICENSE)
-
-   ```
-
-                                    Apache License
-                              Version 2.0, January 2004
-                           http://www.apache.org/licenses/
-
-      TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
-
-      1. Definitions.
-
-         "License" shall mean the terms and conditions for use, reproduction,
-         and distribution as defined by Sections 1 through 9 of this document.
-
-         "Licensor" shall mean the copyright owner or entity authorized by
-         the copyright owner that is granting the License.
-
-         "Legal Entity" shall mean the union of the acting entity and all
-         other entities that control, are controlled by, or are under common
-         control with that entity. For the purposes of this definition,
-         "control" means (i) the power, direct or indirect, to cause the
-         direction or management of such entity, whether by contract or
-         otherwise, or (ii) ownership of fifty percent (50%) or more of the
-         outstanding shares, or (iii) beneficial ownership of such entity.
-
-         "You" (or "Your") shall mean an individual or Legal Entity
-         exercising permissions granted by this License.
-
-         "Source" form shall mean the preferred form for making modifications,
-         including but not limited to software source code, documentation
-         source, and configuration files.
-
-         "Object" form shall mean any form resulting from mechanical
-         transformation or translation of a Source form, including but
-         not limited to compiled object code, generated documentation,
-         and conversions to other media types.
-
-         "Work" shall mean the work of authorship, whether in Source or
-         Object form, made available under the License, as indicated by a
-         copyright notice that is included in or attached to the work
-         (an example is provided in the Appendix below).
-
-         "Derivative Works" shall mean any work, whether in Source or Object
-         form, that is based on (or derived from) the Work and for which the
-         editorial revisions, annotations, elaborations, or other modifications
-         represent, as a whole, an original work of authorship. For the purposes
-         of this License, Derivative Works shall not include works that remain
-         separable from, or merely link (or bind by name) to the interfaces of,
-         the Work and Derivative Works thereof.
-
-         "Contribution" shall mean any work of authorship, including
-         the original version of the Work and any modifications or additions
-         to that Work or Derivative Works thereof, that is intentionally
-         submitted to Licensor for inclusion in the Work by the copyright owner
-         or by an individual or Legal Entity authorized to submit on behalf of
-         the copyright owner. For the purposes of this definition, "submitted"
-         means any form of electronic, verbal, or written communication sent
-         to the Licensor or its representatives, including but not limited to
-         communication on electronic mailing lists, source code control systems,
-         and issue tracking systems that are managed by, or on behalf of, the
-         Licensor for the purpose of discussing and improving the Work, but
-         excluding communication that is conspicuously marked or otherwise
-         designated in writing by the copyright owner as "Not a Contribution."
-
-         "Contributor" shall mean Licensor and any individual or Legal Entity
-         on behalf of whom a Contribution has been received by Licensor and
-         subsequently incorporated within the Work.
-
-      2. Grant of Copyright License. Subject to the terms and conditions of
-         this License, each Contributor hereby grants to You a perpetual,
-         worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-         copyright license to reproduce, prepare Derivative Works of,
-         publicly display, publicly perform, sublicense, and distribute the
-         Work and such Derivative Works in Source or Object form.
-
-      3. Grant of Patent License. Subject to the terms and conditions of
-         this License, each Contributor hereby grants to You a perpetual,
-         worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-         (except as stated in this section) patent license to make, have made,
-         use, offer to sell, sell, import, and otherwise transfer the Work,
-         where such license applies only to those patent claims licensable
-         by such Contributor that are necessarily infringed by their
-         Contribution(s) alone or by combination of their Contribution(s)
-         with the Work to which such Contribution(s) was submitted. If You
-         institute patent litigation against any entity (including a
-         cross-claim or counterclaim in a lawsuit) alleging that the Work
-         or a Contribution incorporated within the Work constitutes direct
-         or contributory patent infringement, then any patent licenses
-         granted to You under this License for that Work shall terminate
-         as of the date such litigation is filed.
-
-      4. Redistribution. You may reproduce and distribute copies of the
-         Work or Derivative Works thereof in any medium, with or without
-         modifications, and in Source or Object form, provided that You
-         meet the following conditions:
-
-         (a) You must give any other recipients of the Work or
-             Derivative Works a copy of this License; and
-
-         (b) You must cause any modified files to carry prominent notices
-             stating that You changed the files; and
-
-         (c) You must retain, in the Source form of any Derivative Works
-             that You distribute, all copyright, patent, trademark, and
-             attribution notices from the Source form of the Work,
-             excluding those notices that do not pertain to any part of
-             the Derivative Works; and
-
-         (d) If the Work includes a "NOTICE" text file as part of its
-             distribution, then any Derivative Works that You distribute must
-             include a readable copy of the attribution notices contained
-             within such NOTICE file, excluding those notices that do not
-             pertain to any part of the Derivative Works, in at least one
-             of the following places: within a NOTICE text file distributed
-             as part of the Derivative Works; within the Source form or
-             documentation, if provided along with the Derivative Works; or,
-             within a display generated by the Derivative Works, if and
-             wherever such third-party notices normally appear. The contents
-             of the NOTICE file are for informational purposes only and
-             do not modify the License. You may add Your own attribution
-             notices within Derivative Works that You distribute, alongside
-             or as an addendum to the NOTICE text from the Work, provided
-             that such additional attribution notices cannot be construed
-             as modifying the License.
-
-         You may add Your own copyright statement to Your modifications and
-         may provide additional or different license terms and conditions
-         for use, reproduction, or distribution of Your modifications, or
-         for any such Derivative Works as a whole, provided Your use,
-         reproduction, and distribution of the Work otherwise complies with
-         the conditions stated in this License.
-
-      5. Submission of Contributions. Unless You explicitly state otherwise,
-         any Contribution intentionally submitted for inclusion in the Work
-         by You to the Licensor shall be under the terms and conditions of
-         this License, without any additional terms or conditions.
-         Notwithstanding the above, nothing herein shall supersede or modify
-         the terms of any separate license agreement you may have executed
-         with Licensor regarding such Contributions.
-
-      6. Trademarks. This License does not grant permission to use the trade
-         names, trademarks, service marks, or product names of the Licensor,
-         except as required for reasonable and customary use in describing the
-         origin of the Work and reproducing the content of the NOTICE file.
-
-      7. Disclaimer of Warranty. Unless required by applicable law or
-         agreed to in writing, Licensor provides the Work (and each
-         Contributor provides its Contributions) on an "AS IS" BASIS,
-         WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
-         implied, including, without limitation, any warranties or conditions
-         of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
-         PARTICULAR PURPOSE. You are solely responsible for determining the
-         appropriateness of using or redistributing the Work and assume any
-         risks associated with Your exercise of permissions under this License.
-
-      8. Limitation of Liability. In no event and under no legal theory,
-         whether in tort (including negligence), contract, or otherwise,
-         unless required by applicable law (such as deliberate and grossly
-         negligent acts) or agreed to in writing, shall any Contributor be
-         liable to You for damages, including any direct, indirect, special,
-         incidental, or consequential damages of any character arising as a
-         result of this License or out of the use or inability to use the
-         Work (including but not limited to damages for loss of goodwill,
-         work stoppage, computer failure or malfunction, or any and all
-         other commercial damages or losses), even if such Contributor
-         has been advised of the possibility of such damages.
-
-      9. Accepting Warranty or Additional Liability. While redistributing
-         the Work or Derivative Works thereof, You may choose to offer,
-         and charge a fee for, acceptance of support, warranty, indemnity,
-         or other liability obligations and/or rights consistent with this
-         License. However, in accepting such obligations, You may act only
-         on Your own behalf and on Your sole responsibility, not on behalf
-         of any other Contributor, and only if You agree to indemnify,
-         defend, and hold each Contributor harmless for any liability
-         incurred by, or claims asserted against, such Contributor by reason
-         of your accepting any such warranty or additional liability.
-
-      END OF TERMS AND CONDITIONS
-
-      APPENDIX: How to apply the Apache License to your work.
-
-         To apply the Apache License to your work, attach the following
-         boilerplate notice, with the fields enclosed by brackets "[]"
-         replaced with your own identifying information. (Don't include
-         the brackets!)  The text should be enclosed in the appropriate
-         comment syntax for the file format. We also recommend that a
-         file or class name and description of purpose be included on the
-         same "printed page" as the copyright notice for easier
-         identification within third-party archives.
-
-      Copyright [yyyy] [name of copyright owner]
-
-      Licensed under the Apache License, Version 2.0 (the "License");
-      you may not use this file except in compliance with the License.
-      You may obtain a copy of the License at
-
-          http://www.apache.org/licenses/LICENSE-2.0
-
-      Unless required by applicable law or agreed to in writing, software
-      distributed under the License is distributed on an "AS IS" BASIS,
-      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-      See the License for the specific language governing permissions and
-      limitations under the License.
-
-   ```
-
-## Termcolor - [MIT License](https://github.com/termcolor/termcolor/blob/main/COPYING.txt)
-
-   ```
-   Copyright (c) 2008-2011 Volvox Development Team
-
-   Permission is hereby granted, free of charge, to any person obtaining a copy
-   of this software and associated documentation files (the "Software"), to deal
-   in the Software without restriction, including without limitation the rights
-   to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-   copies of the Software, and to permit persons to whom the Software is
-   furnished to do so, subject to the following conditions:
-
-   The above copyright notice and this permission notice shall be included in
-   all copies or substantial portions of the Software.
-
-   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-   IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-   FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-   AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-   LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-   OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
-   THE SOFTWARE.
-   ```
-
-## Transformers [Apache License 2.0](https://github.com/huggingface/transformers/blob/main/LICENSE)
-
-   ```
-
-   Copyright 2018- The Hugging Face team. All rights reserved.
-
-                                    Apache License
-                              Version 2.0, January 2004
-                           http://www.apache.org/licenses/
-
-      TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
-
-      1. Definitions.
-
-         "License" shall mean the terms and conditions for use, reproduction,
-         and distribution as defined by Sections 1 through 9 of this document.
-
-         "Licensor" shall mean the copyright owner or entity authorized by
-         the copyright owner that is granting the License.
-
-         "Legal Entity" shall mean the union of the acting entity and all
-         other entities that control, are controlled by, or are under common
-         control with that entity. For the purposes of this definition,
-         "control" means (i) the power, direct or indirect, to cause the
-         direction or management of such entity, whether by contract or
-         otherwise, or (ii) ownership of fifty percent (50%) or more of the
-         outstanding shares, or (iii) beneficial ownership of such entity.
-
-         "You" (or "Your") shall mean an individual or Legal Entity
-         exercising permissions granted by this License.
-
-         "Source" form shall mean the preferred form for making modifications,
-         including but not limited to software source code, documentation
-         source, and configuration files.
-
-         "Object" form shall mean any form resulting from mechanical
-         transformation or translation of a Source form, including but
-         not limited to compiled object code, generated documentation,
-         and conversions to other media types.
-
-         "Work" shall mean the work of authorship, whether in Source or
-         Object form, made available under the License, as indicated by a
-         copyright notice that is included in or attached to the work
-         (an example is provided in the Appendix below).
-
-         "Derivative Works" shall mean any work, whether in Source or Object
-         form, that is based on (or derived from) the Work and for which the
-         editorial revisions, annotations, elaborations, or other modifications
-         represent, as a whole, an original work of authorship. For the purposes
-         of this License, Derivative Works shall not include works that remain
-         separable from, or merely link (or bind by name) to the interfaces of,
-         the Work and Derivative Works thereof.
-
-         "Contribution" shall mean any work of authorship, including
-         the original version of the Work and any modifications or additions
-         to that Work or Derivative Works thereof, that is intentionally
-         submitted to Licensor for inclusion in the Work by the copyright owner
-         or by an individual or Legal Entity authorized to submit on behalf of
-         the copyright owner. For the purposes of this definition, "submitted"
-         means any form of electronic, verbal, or written communication sent
-         to the Licensor or its representatives, including but not limited to
-         communication on electronic mailing lists, source code control systems,
-         and issue tracking systems that are managed by, or on behalf of, the
-         Licensor for the purpose of discussing and improving the Work, but
-         excluding communication that is conspicuously marked or otherwise
-         designated in writing by the copyright owner as "Not a Contribution."
-
-         "Contributor" shall mean Licensor and any individual or Legal Entity
-         on behalf of whom a Contribution has been received by Licensor and
-         subsequently incorporated within the Work.
-
-      2. Grant of Copyright License. Subject to the terms and conditions of
-         this License, each Contributor hereby grants to You a perpetual,
-         worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-         copyright license to reproduce, prepare Derivative Works of,
-         publicly display, publicly perform, sublicense, and distribute the
-         Work and such Derivative Works in Source or Object form.
-
-      3. Grant of Patent License. Subject to the terms and conditions of
-         this License, each Contributor hereby grants to You a perpetual,
-         worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-         (except as stated in this section) patent license to make, have made,
-         use, offer to sell, sell, import, and otherwise transfer the Work,
-         where such license applies only to those patent claims licensable
-         by such Contributor that are necessarily infringed by their
-         Contribution(s) alone or by combination of their Contribution(s)
-         with the Work to which such Contribution(s) was submitted. If You
-         institute patent litigation against any entity (including a
-         cross-claim or counterclaim in a lawsuit) alleging that the Work
-         or a Contribution incorporated within the Work constitutes direct
-         or contributory patent infringement, then any patent licenses
-         granted to You under this License for that Work shall terminate
-         as of the date such litigation is filed.
-
-      4. Redistribution. You may reproduce and distribute copies of the
-         Work or Derivative Works thereof in any medium, with or without
-         modifications, and in Source or Object form, provided that You
-         meet the following conditions:
-
-         (a) You must give any other recipients of the Work or
-             Derivative Works a copy of this License; and
-
-         (b) You must cause any modified files to carry prominent notices
-             stating that You changed the files; and
-
-         (c) You must retain, in the Source form of any Derivative Works
-             that You distribute, all copyright, patent, trademark, and
-             attribution notices from the Source form of the Work,
-             excluding those notices that do not pertain to any part of
-             the Derivative Works; and
-
-         (d) If the Work includes a "NOTICE" text file as part of its
-             distribution, then any Derivative Works that You distribute must
-             include a readable copy of the attribution notices contained
-             within such NOTICE file, excluding those notices that do not
-             pertain to any part of the Derivative Works, in at least one
-             of the following places: within a NOTICE text file distributed
-             as part of the Derivative Works; within the Source form or
-             documentation, if provided along with the Derivative Works; or,
-             within a display generated by the Derivative Works, if and
-             wherever such third-party notices normally appear. The contents
-             of the NOTICE file are for informational purposes only and
-             do not modify the License. You may add Your own attribution
-             notices within Derivative Works that You distribute, alongside
-             or as an addendum to the NOTICE text from the Work, provided
-             that such additional attribution notices cannot be construed
-             as modifying the License.
-
-         You may add Your own copyright statement to Your modifications and
-         may provide additional or different license terms and conditions
-         for use, reproduction, or distribution of Your modifications, or
-         for any such Derivative Works as a whole, provided Your use,
-         reproduction, and distribution of the Work otherwise complies with
-         the conditions stated in this License.
-
-      5. Submission of Contributions. Unless You explicitly state otherwise,
-         any Contribution intentionally submitted for inclusion in the Work
-         by You to the Licensor shall be under the terms and conditions of
-         this License, without any additional terms or conditions.
-         Notwithstanding the above, nothing herein shall supersede or modify
-         the terms of any separate license agreement you may have executed
-         with Licensor regarding such Contributions.
-
-      6. Trademarks. This License does not grant permission to use the trade
-         names, trademarks, service marks, or product names of the Licensor,
-         except as required for reasonable and customary use in describing the
-         origin of the Work and reproducing the content of the NOTICE file.
-
-      7. Disclaimer of Warranty. Unless required by applicable law or
-         agreed to in writing, Licensor provides the Work (and each
-         Contributor provides its Contributions) on an "AS IS" BASIS,
-         WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
-         implied, including, without limitation, any warranties or conditions
-         of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
-         PARTICULAR PURPOSE. You are solely responsible for determining the
-         appropriateness of using or redistributing the Work and assume any
-         risks associated with Your exercise of permissions under this License.
-
-      8. Limitation of Liability. In no event and under no legal theory,
-         whether in tort (including negligence), contract, or otherwise,
-         unless required by applicable law (such as deliberate and grossly
-         negligent acts) or agreed to in writing, shall any Contributor be
-         liable to You for damages, including any direct, indirect, special,
-         incidental, or consequential damages of any character arising as a
-         result of this License or out of the use or inability to use the
-         Work (including but not limited to damages for loss of goodwill,
-         work stoppage, computer failure or malfunction, or any and all
-         other commercial damages or losses), even if such Contributor
-         has been advised of the possibility of such damages.
-
-      9. Accepting Warranty or Additional Liability. While redistributing
-         the Work or Derivative Works thereof, You may choose to offer,
-         and charge a fee for, acceptance of support, warranty, indemnity,
-         or other liability obligations and/or rights consistent with this
-         License. However, in accepting such obligations, You may act only
-         on Your own behalf and on Your sole responsibility, not on behalf
-         of any other Contributor, and only if You agree to indemnify,
-         defend, and hold each Contributor harmless for any liability
-         incurred by, or claims asserted against, such Contributor by reason
-         of your accepting any such warranty or additional liability.
-
-      END OF TERMS AND CONDITIONS
-
-      APPENDIX: How to apply the Apache License to your work.
-
-         To apply the Apache License to your work, attach the following
-         boilerplate notice, with the fields enclosed by brackets "[]"
-         replaced with your own identifying information. (Don't include
-         the brackets!)  The text should be enclosed in the appropriate
-         comment syntax for the file format. We also recommend that a
-         file or class name and description of purpose be included on the
-         same "printed page" as the copyright notice for easier
-         identification within third-party archives.
-
-      Copyright [yyyy] [name of copyright owner]
-
-      Licensed under the Apache License, Version 2.0 (the "License");
-      you may not use this file except in compliance with the License.
-      You may obtain a copy of the License at
-
-          http://www.apache.org/licenses/LICENSE-2.0
-
-      Unless required by applicable law or agreed to in writing, software
-      distributed under the License is distributed on an "AS IS" BASIS,
-      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-      See the License for the specific language governing permissions and
-      limitations under the License.
-
-   ```

CONTRIBUTING.md

@@ -1,59 +0,0 @@
-# How to Contribute
-
-We'd love to receive your patches and contributions. Please keep your PRs as draft until such time that you would like us to review them.
-
-## Code Reviews
-
-All submissions, including submissions by project members, require review. We use GitHub pull requests for this purpose. Consult
-[GitHub Help](https://help.github.com/articles/about-pull-requests/) for more information on using pull requests.
-
-## Pipeline
-
-Ensure you run the linter prior to submitting your pull request and the CI-CD pipeline is green before removing the draft designation.
-
-```bash
-./cosmos1/scripts/format.sh
-```
-
-## Signing Your Work
-
-* We require that all contributors "sign-off" on their commits. This certifies that the contribution is your original work, or you have rights to submit it under the same license, or a compatible license.
-
-  * Any contribution which contains commits that are not Signed-Off will not be accepted.
-
-* To sign off on a commit you simply use the `--signoff` (or `-s`) option when committing your changes:
-  ```bash
-  $ git commit -s -m "Add cool feature."
-  ```
-  This will append the following to your commit message:
-  ```
-  Signed-off-by: Your Name <[email protected]>
-  ```
-
-* Full text of the DCO:
-
-  ```
-    Developer Certificate of Origin
-    Version 1.1
-
-    Copyright (C) 2004, 2006 The Linux Foundation and its contributors.
-    1 Letterman Drive
-    Suite D4700
-    San Francisco, CA, 94129
-
-    Everyone is permitted to copy and distribute verbatim copies of this license document, but changing it is not allowed.
-  ```
-
-  ```
-    Developer's Certificate of Origin 1.1
-
-    By making a contribution to this project, I certify that:
-
-    (a) The contribution was created in whole or in part by me and I have the right to submit it under the open source license indicated in the file; or
-
-    (b) The contribution is based upon previous work that, to the best of my knowledge, is covered under an appropriate open source license and I have the right under that license to submit that work with modifications, whether created in whole or in part by me, under the same open source license (unless I am permitted to submit under a different license), as indicated in the file; or
-
-    (c) The contribution was provided directly to me by some other person who certified (a), (b) or (c) and I have not modified it.
-
-    (d) I understand and agree that this project and the contribution are public and that a record of the contribution (including all personal information I submit with it, including my sign-off) is maintained indefinitely and may be redistributed consistent with this project or the open source license(s) involved.
-  ```

Dockerfile

@@ -1,43 +0,0 @@
-# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
-# SPDX-License-Identifier: Apache-2.0
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-# http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# Use NVIDIA PyTorch container as base image
-FROM nvcr.io/nvidia/pytorch:24.10-py3
-
-# Install system dependencies
-RUN apt-get update && apt-get install -y \
-    ffmpeg \
-    && rm -rf /var/lib/apt/lists/*
-
-# Set working directory
-WORKDIR /workspace
-
-# Copy source code
-COPY cosmos1 /workspace/cosmos1
-
-# Copy main README
-COPY README.md /workspace/
-
-# Copy third-party licenses
-COPY ATTRIBUTIONS.md /workspace/
-
-# Copy requirements file
-COPY requirements.txt /workspace/
-
-# Install Python dependencies
-RUN pip install --no-cache-dir -r requirements.txt
-
-# Default command
-CMD ["/bin/bash"]

INSTALL.md

@@ -1,20 +0,0 @@
-# Cosmos Installation
-
-We have only tested the installation with Ubuntu 24.04, 22.04, and 20.04.
-
-1. Install the [NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html).
-
-2. Clone the repository.
-
-```bash
-git clone [email protected]:NVIDIA/Cosmos.git
-cd Cosmos
-```
-
-3. Build a Docker image using `Dockerfile` and run the Docker container.
-
-```bash
-docker build -t cosmos .
-docker run -d --name cosmos_container --gpus all --ipc=host -it -v $(pwd):/workspace cosmos
-docker attach cosmos_container
-```

LICENSE

@@ -1,201 +0,0 @@
-                                Apache License
-                           Version 2.0, January 2004
-                        http://www.apache.org/licenses/
-
-   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
-
-   1. Definitions.
-
-      "License" shall mean the terms and conditions for use, reproduction,
-      and distribution as defined by Sections 1 through 9 of this document.
-
-      "Licensor" shall mean the copyright owner or entity authorized by
-      the copyright owner that is granting the License.
-
-      "Legal Entity" shall mean the union of the acting entity and all
-      other entities that control, are controlled by, or are under common
-      control with that entity. For the purposes of this definition,
-      "control" means (i) the power, direct or indirect, to cause the
-      direction or management of such entity, whether by contract or
-      otherwise, or (ii) ownership of fifty percent (50%) or more of the
-      outstanding shares, or (iii) beneficial ownership of such entity.
-
-      "You" (or "Your") shall mean an individual or Legal Entity
-      exercising permissions granted by this License.
-
-      "Source" form shall mean the preferred form for making modifications,
-      including but not limited to software source code, documentation
-      source, and configuration files.
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README.md

@@ -1,78 +0,0 @@
-
-![Cosmos Logo](assets/cosmos-logo.png)
-
---------------------------------------------------------------------------------
-### [Website](https://www.nvidia.com/en-us/ai/cosmos/) | [HuggingFace](https://huggingface.co/collections/nvidia/cosmos-6751e884dc10e013a0a0d8e6) | [GPU-free Preview](https://build.nvidia.com/explore/discover) | [Paper](https://arxiv.org/abs/2501.03575) | [Paper Website](https://research.nvidia.com/labs/dir/cosmos1/)
-
-[NVIDIA Cosmos](https://www.nvidia.com/cosmos/) is a developer-first world foundation model platform designed to help Physical AI developers build their Physical AI systems better and faster. Cosmos contains
-
-1. pre-trained models, available via [Hugging Face](https://huggingface.co/collections/nvidia/cosmos-6751e884dc10e013a0a0d8e6) under the [NVIDIA Open Model License](https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/) that allows commercial use of the models for free
-2. training scripts under the [Apache 2 License](https://www.apache.org/licenses/LICENSE-2.0), offered through [NVIDIA Nemo Framework](https://github.com/NVIDIA/NeMo) for post-training the models for various downstream Physical AI applications
-
-Details of the platform is described in the [Cosmos paper](https://research.nvidia.com/publication/2025-01_cosmos-world-foundation-model-platform-physical-ai). Preview access is avaiable at [build.nvidia.com](https://build.nvidia.com).
-
-## Key Features
-
-- [Pre-trained Diffusion-based world foundation models](cosmos1/models/diffusion/README.md) for Text2World and Video2World generation where a user can generate visual simulation based on text prompts and video prompts.
-- [Pre-trained Autoregressive-based world foundation models](cosmos1/models/autoregressive/README.md) for Video2World generation where a user can generate visual simulation based on video prompts and optional text prompts.
-- [Video tokenizers](https://github.com/NVIDIA/Cosmos-Tokenizer) for tokenizing videos into continuous tokens (latent vectors) and discrete tokens (integers) efficiently and effectively.
-- Video curation pipeline for building your own video dataset. [Coming soon]
-- [Post-training scripts](cosmos1/models/POST_TRAINING.md) via NeMo Framework to post-train the pre-trained world foundation models for various Physical AI setup.
-- Pre-training scripts via NeMo Framework for building your own world foundation model. [[Diffusion](https://github.com/NVIDIA/NeMo/tree/main/nemo/collections/diffusion)] [[Autoregressive](https://github.com/NVIDIA/NeMo/tree/main/nemo/collections/multimodal_autoregressive)] [[Tokenizer](https://github.com/NVIDIA/NeMo/tree/main/nemo/collections/diffusion/vae)].
-
-## Model Family
-
-| Model name | Description | Try it out |
-|------------|----------|----------|
-| [Cosmos-1.0-Diffusion-7B-Text2World](https://huggingface.co/nvidia/Cosmos-1.0-Diffusion-7B-Text2World) | Text to visual world generation  | [Inference](cosmos1/models/diffusion/README.md)   |
-| [Cosmos-1.0-Diffusion-14B-Text2World](https://huggingface.co/nvidia/Cosmos-1.0-Diffusion-14B-Text2World) | Text to visual world generation  | [Inference](cosmos1/models/diffusion/README.md)   |
-| [Cosmos-1.0-Diffusion-7B-Video2World](https://huggingface.co/nvidia/Cosmos-1.0-Diffusion-7B-Video2World) | Video + Text based future visual world generation  | [Inference](cosmos1/models/diffusion/README.md)   |
-| [Cosmos-1.0-Diffusion-14B-Video2World](https://huggingface.co/nvidia/Cosmos-1.0-Diffusion-14B-Video2World) | Video + Text based future visual world generation  | [Inference](cosmos1/models/diffusion/README.md)   |
-| [Cosmos-1.0-Autoregressive-4B](https://huggingface.co/nvidia/Cosmos-1.0-Autoregressive-4B) | Future visual world generation  | [Inference](cosmos1/models/autoregressive/README.md)   |
-| [Cosmos-1.0-Autoregressive-12B](https://huggingface.co/nvidia/Cosmos-1.0-Autoregressive-12B) | Future visual world generation  | [Inference](cosmos1/models/autoregressive/README.md)   |
-| [Cosmos-1.0-Autoregressive-5B-Video2World](https://huggingface.co/nvidia/Cosmos-1.0-Autoregressive-5B-Video2World) | Video + Text based future visual world generation | [Inference](cosmos1/models/autoregressive/README.md)   |
-| [Cosmos-1.0-Autoregressive-13B-Video2World](https://huggingface.co/nvidia/Cosmos-1.0-Autoregressive-13B-Video2World) | Video + Text based future visual world generation | [Inference](cosmos1/models/autoregressive/README.md)   |
-| [Cosmos-1.0-Guardrail](https://huggingface.co/nvidia/Cosmos-1.0-Guardrail) | Guardrail contains pre-Guard and post-Guard for safe use | Embedded in model inference scripts |
-
-## Example Usage
-
-### Inference
-
-Follow the [Cosmos Installation Guide](INSTALL.md) to setup the docker. For inference with the pretrained models, please refer to [Cosmos Diffusion Inference](cosmos1/models/diffusion/README.md) and [Cosmos Autoregressive Inference](cosmos1/models/autoregressive/README.md).
-
-The code snippet below provides a gist of the inference usage.
-
-```bash
-PROMPT="A sleek, humanoid robot stands in a vast warehouse filled with neatly stacked cardboard boxes on industrial shelves. \
-The robot's metallic body gleams under the bright, even lighting, highlighting its futuristic design and intricate joints. \
-A glowing blue light emanates from its chest, adding a touch of advanced technology. The background is dominated by rows of boxes, \
-suggesting a highly organized storage system. The floor is lined with wooden pallets, enhancing the industrial setting. \
-The camera remains static, capturing the robot's poised stance amidst the orderly environment, with a shallow depth of \
-field that keeps the focus on the robot while subtly blurring the background for a cinematic effect."
-
-# Example using 7B model
-PYTHONPATH=$(pwd) python cosmos1/models/diffusion/inference/text2world.py \
-    --checkpoint_dir checkpoints \
-    --diffusion_transformer_dir Cosmos-1.0-Diffusion-7B-Text2World \
-    --prompt "$PROMPT" \
-    --offload_prompt_upsampler \
-    --video_save_name Cosmos-1.0-Diffusion-7B-Text2World
-```
-
-<video src="https://github.com/user-attachments/assets/db7bebfe-5314-40a6-b045-4f6ce0a87f2a">
-  Your browser does not support the video tag.
-</video>
-
-We also offer [multi-GPU inference](cosmos1/models/diffusion/nemo/inference/README.md) support for Diffusion Text2World WFM models through NeMo Framework.
-
-### Post-training
-
-NeMo Framework provides GPU accelerated post-training with general post-training for both [diffusion](cosmos1/models/diffusion/nemo/post_training/README.md) and [autoregressive](cosmos1/models/autoregressive/nemo/post_training/README.md) models, with other types of post-training coming soon.
-
-## License and Contact
-
-This project will download and install additional third-party open source software projects. Review the license terms of these open source projects before use.
-
-NVIDIA Cosmos source code is released under the [Apache 2 License](https://www.apache.org/licenses/LICENSE-2.0).
-
-NVIDIA Cosmos models are released under the [NVIDIA Open Model License](https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license). For a custom license, please contact [[email protected]](mailto:[email protected]).

RELEASE.md

@@ -1,7 +0,0 @@
-# Release Cadence
-
-
-| Version | Description | Date |
-|------------|----------|----------|
-| [v1.0](release_notes/v0p1.md) | Initial diffusion and autoregressive WFMs release | 2025-01-06 |
-| [v0.1](release_notes/v0p1.md) | Initial tokenizer release | 2024-11-06 |

cosmos1/models/guardrail/aegis/aegis.py → aegis.py

@@ -15,13 +15,14 @@
 
 import argparse
 
+from . import log
 import torch
 from peft import PeftModel
 from transformers import AutoModelForCausalLM, AutoTokenizer
 
-from cosmos1.models.guardrail.aegis.categories import UNSAFE_CATEGORIES
-from cosmos1.models.guardrail.common.core import ContentSafetyGuardrail, GuardrailRunner
-from cosmos1.utils import log, misc
+from .categories import UNSAFE_CATEGORIES
+from .guardrail_core import ContentSafetyGuardrail, GuardrailRunner
+from . import misc
 
 SAFE = misc.Color.green("SAFE")
 UNSAFE = misc.Color.red("UNSAFE")

cosmos1/models/autoregressive/configs/base/tokenizer.py → ar_config_tokenizer.py

@@ -17,10 +17,10 @@ from typing import Optional
 
 import attrs
 
-from cosmos1.models.autoregressive.tokenizer.discrete_video import DiscreteVideoFSQStateDictTokenizer
-from cosmos1.models.autoregressive.tokenizer.networks import CausalDiscreteVideoTokenizer
-from cosmos1.utils.lazy_config import LazyCall as L
-from cosmos1.utils.lazy_config import LazyDict
+from .discrete_video import DiscreteVideoFSQStateDictTokenizer
+from .ar_networks import CausalDiscreteVideoTokenizer
+from .lazy_config_init import LazyCall as L
+from .lazy_config_init import LazyDict
 
 
 def create_discrete_video_fsq_tokenizer_state_dict_config(

cosmos1/models/autoregressive/configs/base/model.py → ar_configs_base_model.py

@@ -17,7 +17,7 @@ from typing import Optional
 
 import attrs
 
-from cosmos1.models.autoregressive.configs.base.tokenizer import TokenizerConfig
+from .ar_config_tokenizer import TokenizerConfig
 
 
 @attrs.define

cosmos1/models/autoregressive/model.py → ar_model.py

@@ -19,23 +19,24 @@ import time
 from pathlib import Path
 from typing import Any, Dict, List, Optional, Set
 
+from . import log
 import torch
 from safetensors.torch import load_file
 from torch.nn.modules.module import _IncompatibleKeys
 
-from cosmos1.models.autoregressive.configs.base.model import ModelConfig
-from cosmos1.models.autoregressive.configs.base.tokenizer import TokenizerConfig
-from cosmos1.models.autoregressive.modules.mm_projector import MultimodalProjector
-from cosmos1.models.autoregressive.networks.transformer import Transformer
-from cosmos1.models.autoregressive.networks.vit import VisionTransformer, get_vit_config
-from cosmos1.models.autoregressive.tokenizer.tokenizer import DiscreteMultimodalTokenizer, update_vocab_size
-from cosmos1.models.autoregressive.utils.checkpoint import (
+from .ar_configs_base_model import ModelConfig
+from .ar_config_tokenizer import TokenizerConfig
+from .mm_projector import MultimodalProjector
+from .ar_transformer import Transformer
+from .vit import VisionTransformer, get_vit_config
+from .ar_tokenizer import DiscreteMultimodalTokenizer, update_vocab_size
+from .checkpoint import (
     get_partial_state_dict,
     process_state_dict,
     substrings_to_ignore,
 )
-from cosmos1.models.autoregressive.utils.sampling import decode_n_tokens, decode_one_token, prefill
-from cosmos1.utils import log, misc
+from .sampling import decode_n_tokens, decode_one_token, prefill
+from . import misc
 
 
 class AutoRegressiveModel(torch.nn.Module):

cosmos1/models/autoregressive/modules/attention.py → ar_modules_attention.py

@@ -19,8 +19,8 @@ from typing import Optional, Union
 import torch
 from torch import nn
 
-from cosmos1.models.autoregressive.modules.embedding import RotaryPositionEmbedding
-from cosmos1.models.autoregressive.modules.normalization import create_norm
+from .ar_modules_embedding import RotaryPositionEmbedding
+from .ar_modules_normalization import create_norm
 
 
 class Attention(nn.Module):

cosmos1/models/autoregressive/tokenizer/networks.py → ar_networks.py

@@ -18,9 +18,9 @@ from collections import namedtuple
 import torch
 from torch import nn
 
-from cosmos1.models.autoregressive.tokenizer.modules import CausalConv3d, DecoderFactorized, EncoderFactorized
-from cosmos1.models.autoregressive.tokenizer.quantizers import FSQuantizer
-from cosmos1.utils import log
+from .ar_tokenizer_modules import CausalConv3d, DecoderFactorized, EncoderFactorized
+from .ar_tokenizer_quantizers import FSQuantizer
+from . import log
 
 NetworkEval = namedtuple("NetworkEval", ["reconstructions", "quant_loss", "quant_info"])
 

cosmos1/models/autoregressive/tokenizer/tokenizer.py → ar_tokenizer.py

@@ -19,8 +19,8 @@ from typing import Optional
 import torch
 from einops import rearrange
 
-from cosmos1.models.autoregressive.configs.base.tokenizer import TokenizerConfig
-from cosmos1.utils.lazy_config import instantiate as lazy_instantiate
+from .ar_config_tokenizer import TokenizerConfig
+from .lazy_config_init import instantiate as lazy_instantiate
 
 
 def update_vocab_size(

cosmos1/models/autoregressive/tokenizer/image_text_tokenizer.py → ar_tokenizer_image_text_tokenizer.py

@@ -21,8 +21,8 @@ import transformers
 from transformers import AutoImageProcessor
 from transformers.image_utils import ImageInput, is_valid_image, load_image
 
-from cosmos1.models.autoregressive.tokenizer.text_tokenizer import TextTokenizer
-from cosmos1.utils import log
+from .ar_tokenizer_text_tokenizer import TextTokenizer
+from . import log
 
 # Configuration for different vision-language models
 IMAGE_CONFIGS = {

cosmos1/models/autoregressive/tokenizer/modules.py → ar_tokenizer_modules.py

@@ -29,8 +29,8 @@ import torch
 import torch.nn as nn
 import torch.nn.functional as F
 
-from cosmos1.models.autoregressive.tokenizer.patching import Patcher3D, UnPatcher3D
-from cosmos1.models.autoregressive.tokenizer.utils import (
+from .ar_tokenizer_patching import Patcher3D, UnPatcher3D
+from .ar_tokenizer_utils import (
     CausalNormalize,
     batch2space,
     batch2time,
@@ -41,7 +41,7 @@ from cosmos1.models.autoregressive.tokenizer.utils import (
     space2batch,
     time2batch,
 )
-from cosmos1.utils import log
+from . import log
 
 
 class CausalConv3d(nn.Module):

cosmos1/models/autoregressive/tokenizer/quantizers.py → ar_tokenizer_quantizers.py

@@ -21,7 +21,7 @@ import torch
 import torch.nn as nn
 from einops import rearrange
 
-from cosmos1.models.autoregressive.tokenizer.utils import default, pack_one, round_ste, unpack_one
+from .ar_tokenizer_utils import default, pack_one, round_ste, unpack_one
 
 
 class FSQuantizer(nn.Module):

cosmos1/models/autoregressive/tokenizer/text_tokenizer.py → ar_tokenizer_text_tokenizer.py

@@ -19,7 +19,7 @@ import numpy as np
 import torch
 from transformers import AutoTokenizer
 
-from cosmos1.utils import log
+from . import log
 
 
 def get_tokenizer_path(model_family: str, is_instruct_model: bool = False):

cosmos1/models/autoregressive/networks/transformer.py → ar_transformer.py

@@ -19,17 +19,17 @@ import torch
 import torch.nn as nn
 from torch.nn.modules.module import _IncompatibleKeys
 
-from cosmos1.models.autoregressive.modules.attention import Attention
-from cosmos1.models.autoregressive.modules.embedding import (
+from .ar_modules_attention import Attention
+from .ar_modules_embedding import (
     RotaryPositionEmbeddingPytorchV1,
     RotaryPositionEmbeddingPytorchV2,
     SinCosPosEmbAxisTE,
 )
-from cosmos1.models.autoregressive.modules.mlp import MLP
-from cosmos1.models.autoregressive.modules.normalization import create_norm
-from cosmos1.models.autoregressive.utils.checkpoint import process_state_dict, substrings_to_ignore
-from cosmos1.models.autoregressive.utils.misc import maybe_convert_to_namespace
-from cosmos1.utils import log
+from .ar_modules_mlp import MLP
+from .ar_modules_normalization import create_norm
+from .checkpoint import process_state_dict, substrings_to_ignore
+from .ar_utils_misc import maybe_convert_to_namespace
+from . import log
 
 
 class TransformerBlock(nn.Module):

cosmos1/models/common/base_world_generation_pipeline.py → base_world_generation_pipeline.py

@@ -21,8 +21,8 @@ from typing import Any
 import numpy as np
 import torch
 
-from cosmos1.models.common.t5_text_encoder import CosmosT5TextEncoder
-from cosmos1.models.guardrail.common import presets as guardrail_presets
+from .t5_text_encoder import CosmosT5TextEncoder
+from . import presets as guardrail_presets
 
 
 class BaseWorldGenerationPipeline(ABC):

cosmos1/models/guardrail/blocklist/blocklist.py → blocklist.py

@@ -19,12 +19,13 @@ import re
 import string
 from difflib import SequenceMatcher
 
+from . import log
 import nltk
 from better_profanity import profanity
 
-from cosmos1.models.guardrail.blocklist.utils import read_keyword_list_from_dir, to_ascii
-from cosmos1.models.guardrail.common.core import ContentSafetyGuardrail, GuardrailRunner
-from cosmos1.utils import log, misc
+from .guardrail_blocklist_utils import read_keyword_list_from_dir, to_ascii
+from .guardrail_core import ContentSafetyGuardrail, GuardrailRunner
+from . import misc
 
 DEFAULT_CHECKPOINT_DIR = "checkpoints/Cosmos-1.0-Guardrail/blocklist"
 CENSOR = misc.Color.red("*")

cosmos1/models/diffusion/module/blocks.py → blocks.py

@@ -22,8 +22,8 @@ from einops import rearrange, repeat
 from einops.layers.torch import Rearrange
 from torch import nn
 
-from cosmos1.models.diffusion.module.attention import Attention, GPT2FeedForward
-from cosmos1.utils import log
+from .attention import Attention, GPT2FeedForward
+from . import log
 
 
 def modulate(x, shift, scale):

checkpoints/README.md

@@ -1,3 +0,0 @@
-# Checkpoint directory
-
-Follow our instructions for downloading checkpoints in [Cosmos Diffusion Inference](../cosmos1/models/diffusion/README.md#download-checkpoints) and [Cosmos Autoregressive Inference](../cosmos1/models/autoregressive/README.md). Cosmos checkpoints will be downloaded to this directory.

cosmos1/models/diffusion/conditioner.py → conditioner.py

@@ -23,9 +23,9 @@ from typing import Any, Dict, List, Optional, Tuple, Union
 import torch
 import torch.nn as nn
 
-from cosmos1.models.diffusion.diffusion.functional.batch_ops import batch_mul
-from cosmos1.utils import log
-from cosmos1.utils.lazy_config import instantiate
+from .batch_ops import batch_mul
+from . import log
+from .lazy_config_init import instantiate
 
 
 class BaseConditionEntry(nn.Module):

cosmos1/utils/config.py → config.py

@@ -19,8 +19,9 @@ from typing import Any, TypeVar
 
 import attrs
 
-from cosmos1.utils.lazy_config import LazyDict
-from cosmos1.utils.misc import Color
+from omegaconf import DictConfig as LazyDict
+
+from .misc import Color
 
 T = TypeVar("T")
 

cosmos1/models/diffusion/config/base/conditioner.py → config_base_conditioner.py

@@ -18,9 +18,9 @@ from typing import Dict, List, Optional
 import attrs
 import torch
 
-from cosmos1.models.diffusion.conditioner import BaseConditionEntry, TextAttr, VideoConditioner, VideoExtendConditioner
-from cosmos1.utils.lazy_config import LazyCall as L
-from cosmos1.utils.lazy_config import LazyDict
+from .conditioner import BaseConditionEntry, TextAttr, VideoConditioner, VideoExtendConditioner
+from .lazy_config_init import LazyCall as L
+from .lazy_config_init import LazyDict
 
 
 @attrs.define(slots=False)

cosmos1/utils/config_helper.py → config_helper.py

@@ -27,8 +27,8 @@ from hydra import compose, initialize
 from hydra.core.config_store import ConfigStore
 from omegaconf import DictConfig, OmegaConf
 
-from cosmos1.utils import log
-from cosmos1.utils.config import Config
+from . import log
+from .config import Config
 
 
 def is_attrs_or_dataclass(obj) -> bool:

cosmos1/models/autoregressive/diffusion_decoder/config/base/conditioner.py

@@ -18,8 +18,8 @@ from typing import Dict, Optional
 
 import torch
 
-from cosmos1.models.diffusion.conditioner import BaseVideoCondition, GeneralConditioner
-from cosmos1.models.diffusion.config.base.conditioner import (
+from conditioner import BaseVideoCondition, GeneralConditioner
+from config_base_conditioner import (
     FPSConfig,
     ImageSizeConfig,
     LatentConditionConfig,
@@ -28,8 +28,8 @@ from cosmos1.models.diffusion.config.base.conditioner import (
     PaddingMaskConfig,
     TextConfig,
 )
-from cosmos1.utils.lazy_config import LazyCall as L
-from cosmos1.utils.lazy_config import LazyDict
+from lazy_config_init import LazyCall as L
+from lazy_config_init import LazyDict
 
 
 @dataclass

cosmos1/models/autoregressive/diffusion_decoder/config/config_latent_diffusion_decoder.py

@@ -20,8 +20,8 @@ import attrs
 from cosmos1.models.autoregressive.diffusion_decoder.config.registry import register_configs as register_dd_configs
 from cosmos1.models.diffusion.config.base.model import LatentDiffusionDecoderModelConfig
 from cosmos1.models.diffusion.config.registry import register_configs
-from cosmos1.utils import config
-from cosmos1.utils.config_helper import import_all_modules_from_package
+from . import config
+from config_helper import import_all_modules_from_package
 
 
 @attrs.define(slots=False)

cosmos1/models/autoregressive/diffusion_decoder/config/inference/cosmos_diffusiondecoder_7b.py

@@ -16,8 +16,8 @@
 from hydra.core.config_store import ConfigStore
 
 from cosmos1.models.autoregressive.diffusion_decoder.network import DiffusionDecoderGeneralDIT
-from cosmos1.utils.lazy_config import LazyCall as L
-from cosmos1.utils.lazy_config import LazyDict
+from lazy_config_init import LazyCall as L
+from lazy_config_init import LazyDict
 
 num_frames = 57
 Cosmos_DiffusionDecoder_7B_INFERENCE_ONLY: LazyDict = LazyDict(

cosmos1/models/autoregressive/diffusion_decoder/config/registry.py

@@ -18,9 +18,9 @@ from hydra.core.config_store import ConfigStore
 from cosmos1.models.autoregressive.diffusion_decoder.config.base.conditioner import (
     VideoLatentDiffusionDecoderConditionerConfig,
 )
-from cosmos1.models.autoregressive.tokenizer.discrete_video import DiscreteVideoFSQJITTokenizer
-from cosmos1.models.diffusion.module.pretrained_vae import JITVAE, JointImageVideoSharedJITTokenizer, VideoJITTokenizer
-from cosmos1.utils.lazy_config import LazyCall as L
+from discrete_video import DiscreteVideoFSQJITTokenizer
+from pretrained_vae import JITVAE, JointImageVideoSharedJITTokenizer, VideoJITTokenizer
+from lazy_config_init import LazyCall as L
 
 
 def get_cosmos_video_discrete_tokenizer_comp8x16x16(

cosmos1/models/autoregressive/diffusion_decoder/inference.py

@@ -19,10 +19,10 @@ from typing import List
 
 import torch
 
-from cosmos1.models.autoregressive.configs.inference.inference_config import DiffusionDecoderSamplingConfig
+from inference_config import DiffusionDecoderSamplingConfig
 from cosmos1.models.autoregressive.diffusion_decoder.model import LatentDiffusionDecoderModel
 from cosmos1.models.autoregressive.diffusion_decoder.utils import linear_blend_video_list, split_with_overlap
-from cosmos1.utils import log
+from . import log
 
 
 def diffusion_decoder_process_tokens(