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Software: PyTorch (torch, torchvision, torchaudio)

Copyright notice:

Copyright (c) 2016-present, Facebook, Inc. All rights reserved.
Copyright (c) Soumith Chintala 2016. All rights reserved.

License text:

BSD 3-Clause License

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:

1. Redistributions of source code must retain the above copyright notice, this
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Software: torch-npu

Copyright notice:

Copyright (c) Huawei Technologies Co., Ltd. 2020-2026. All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: NumPy

Copyright notice:

Copyright (c) 2005-2024, NumPy Developers. All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: SciPy

Copyright notice:

Copyright (c) 2001-2002 Enthought, Inc. 2003-2024, SciPy Developers. All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: Transformers (Hugging Face)

Copyright notice:

Copyright 2018- The Hugging Face team.

License text:

                                 Apache License
                           Version 2.0, January 2004
                        http://www.apache.org/licenses/

   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION

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Software: Ray

Copyright notice:

Copyright (c) The Ray Project Developers. All rights reserved.

License text: Same as Apache License, Version 2.0 above.


Software: vLLM

Copyright notice:

Copyright (c) 2023-2024 The vLLM team. All rights reserved.

License text: Same as Apache License, Version 2.0 above.


Software: vllm-ascend

Copyright notice:

Copyright (c) Huawei Technologies Co., Ltd. 2024-2026. All rights reserved.

License text: Same as Apache License, Version 2.0 above.


Software: verl

Copyright notice:

Copyright 2024 ByteDance Inc. All rights reserved.

License text: Same as Apache License, Version 2.0 above.


Software: Megatron / Megatron-Core

Copyright notice:

Copyright (c) 2023 NVIDIA Corporation. All rights reserved.

License text: Same as Apache License, Version 2.0 above.


Software: MindSpeed

Copyright notice:

Copyright (c) 2024, Bytedance Inc.
Copyright (c) 2023, Huawei Technologies Co., Ltd
Copyright (c) 2022, NVIDIA CORPORATION.
All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: MindSpeed-LLM

Copyright notice:

Copyright (c) 2024, Huawei Technologies Co., Ltd
Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: MindSpeed-RL

Copyright notice:

Copyright (c) 2025, HUAWEI CORPORATION. All rights reserved.

License text: Same as MIT License above.


Software: rllm

Copyright notice:

Copyright (c) rllm-org. All rights reserved.

License text: Same as Apache License, Version 2.0 above.


Software: OpenAI Python SDK (openai)

Copyright notice:

Copyright (c) OpenAI. All rights reserved.

License text: Same as Apache License, Version 2.0 above.


Software: aiohttp

Copyright notice:

Copyright (c) aio-libs contributors. All rights reserved.

License text: Same as Apache License, Version 2.0 above.


Software: Requests

Copyright notice:

Copyright 2024 Python Software Foundation. All rights reserved.

License text: Same as Apache License, Version 2.0 above.


Software: sentence-transformers

Copyright notice:

Copyright (c) 2019-2024 Ubiquitous Knowledge Processing (UKP) Lab, Technische Universität Darmstadt. All rights reserved.

License text: Same as Apache License, Version 2.0 above.


Software: vertexai (Google Cloud Vertex AI SDK)

Copyright notice:

Copyright (c) Google LLC. All rights reserved.

License text: Same as Apache License, Version 2.0 above.


Software: safetensors

Copyright notice:

Copyright (c) Hugging Face Inc. team. All rights reserved.

License text: Same as Apache License, Version 2.0 above.


Software: datasets (Hugging Face Datasets)

Copyright notice:

Copyright 2020 The HuggingFace Team. All rights reserved.

License text: Same as Apache License, Version 2.0 above.


Software: protobuf

Copyright notice:

Copyright 2008 Google Inc. All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: Starlette

Copyright notice:

Copyright (c) 2018, Encode OSS Ltd. All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: sse-starlette

Copyright notice:

Copyright (c) 2020, sysid. All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: OmegaConf

Copyright notice:

Copyright (c) 2018-2024 Omry Yadan. All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: uvicorn

Copyright notice:

Copyright (c) 2017-present, Encode OSS Ltd. All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: httpx

Copyright notice:

Copyright (c) 2018, Encode OSS Ltd. All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: psutil

Copyright notice:

Copyright (c) 2009, Giampaolo Rodola'. All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: pandas

Copyright notice:

Copyright (c) 2008-2011, AQR Capital Management, LLC, Lambda Foundry, Inc. and PyData Development Team. All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: Jinja2

Copyright notice:

Copyright (c) 2009 by the Jinja Team, see AUTHORS for more details. All rights reserved.

License text: Same as BSD 3-Clause License above.


Software: setuptools

Copyright notice:

Copyright (c) Python Packaging Authority. All rights reserved.

License text:

MIT License

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.

Software: Hydra

Copyright notice:

Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.

License text: Same as MIT License above.


Software: FastAPI

Copyright notice:

Copyright (c) 2018 Sebastián Ramírez. All rights reserved.

License text: Same as MIT License above.


Software: Pydantic

Copyright notice:

Copyright (c) 2017 to present Pydantic Services Inc. and individual contributors. All rights reserved.

License text: Same as MIT License above.


Software: PyYAML (yaml)

Copyright notice:

Copyright (c) 2017-2024 Ingy döt Net. All rights reserved.
Copyright (c) 2006 Kirill Simonov. All rights reserved.

License text: Same as MIT License above.


Software: triton-ascend

Copyright notice:

Copyright (c) Huawei Technologies Co., Ltd. 2024-2026. All rights reserved.

License text: Same as MIT License above.


Software: latex2sympy2

Copyright notice:

Copyright (c) 2018 August Toman-Yih. All rights reserved.

License text: Same as MIT License above.


Software: word2number

Copyright notice:

Copyright (c) 2016 Akshay Nagpal. All rights reserved.

License text: Same as MIT License above.


Software: tqdm

Copyright notice:

Copyright (c) tqdm developers. All rights reserved.

License text (MPL-2.0):

Mozilla Public License Version 2.0
==================================

1. Definitions
--------------

1.1. "Contributor" means each individual or legal entity that creates, contributes
to the creation of, or owns Covered Software.

1.2. "Contributor Version" means the combination of the Contributions of others
(if any) used by a Contributor and that Contributor's Contribution.

1.3. "Contribution" means Covered Software of a particular Contributor.

1.4. "Covered Software" means Source Code Form to which the initial Contributor
has attached the notice in Exhibit A, the Executable Form of such Source Code
Form, and Modifications to such Source Code Form, in each case including
portions thereof.

1.5. "Incompatible With Secondary Licenses" means:

    (a) that the initial Contributor has attached the notice described in
        Exhibit B to the Covered Software; or

    (b) that the Covered Software was made available under the terms of
        version 1.1 or earlier of the Mozilla Public License, or some version
        of the Mozilla Public License that is incompatible with the terms of
        this License.

1.6. "Executable Form" means any form of the work other than Source Code Form.

1.7. "Larger Work" means a work that combines Covered Software with other
material, in separate files or not, which is not Covered Software.

1.8. "License" means this document.

1.9. "Licensable" means having the right to grant, to the maximum extent
possible, whether at the time of the initial grant or subsequently, any of
the rights conveyed by this License.

1.10. "Modifications" means any of the following:

    (a) any file in Source Code Form that results from an addition to,
        deletion from, or modification of the contents of Covered Software; or

    (b) any new file in Source Code Form that contains any Covered Software.

1.11. "Patent Claims" of a Contributor means any patent claim(s), including
without limitation, method, process, and apparatus claims, in any patent
Licensable by such Contributor that would be infringed, but for the grant of
the License, by the making, using, selling, offering for sale, having made,
importation, or transfer of either its Contributions or its Contributor
Version.

1.12. "Secondary License" means either the GNU General Public License, Version
2.0, or the GNU Lesser General Public License, Version 2.1.

1.13. "Source Code Form" means the form of the work preferred for making
modifications.

1.14. "You" (or "Your") means an individual or a legal entity exercising rights
under this License. If you are a legal entity, each affiliate that has the right
to exercise rights under this License also counts as "You".

2. License Grants and Conditions
---------------------------------

2.1. Grants
Each Contributor hereby grants You a world-wide, royalty-free, non-exclusive
license:

    (a) under intellectual property rights (other than patent or trademark)
        Licensable by such Contributor to use, reproduce, make available, modify,
        display, perform, distribute, and otherwise exploit its Contributions,
        either on an unmodified basis, with Modifications, or as part of a
        Larger Work; and

    (b) under Patent Claims of such Contributor to make, use, sell, offer for
        sale, have made, import, and otherwise transfer either its Contributions
        or its Contributor Version.

2.2. Effective Date
The licenses granted in Section 2.1 with respect to any Covered Software become
effective for each Contributor on the earlier of:

    (a) the date Contributor first makes any use of the Covered Software; or

    (b) the date Contributor first makes its Contributions generally available.

2.3. Limitations on Grant
The licenses granted in this Section 2 are the only rights granted under this
License. No other rights are granted, whether by implication, estoppel or
otherwise. No patent or trademark licenses are granted by this License. This
License does not grant any rights in the names, trademarks, service marks, or
logos of any Contributor (except as may be required to fulfill the notice
requirements in Section 3.4). This License does not grant any rights in the
copyrights of any Contributor.

2.4. (a) Each Contributor hereby disclaims any and all liability for any
        damages of any kind (whether direct, indirect, special, incidental,
        consequential, or otherwise) arising from, or in any way related to,
        the exercise of any rights under this License, whether or not the
        Contributor knew or should have known of the possibility of such
        damages.

3. Distribution Obligations
--------------------------

3.1. Availability of Source Code
Any Covered Software that You distribute must be in Source Code Form, and You
must make the Source Code Form available under this License. You may not impose
any restrictions on the exercise of any rights granted or asserted under this
License.

3.2. Distribution of Executable Form
If You distribute Covered Software in Executable Form then:

    (a) such Covered Software must also be made available in Source Code Form,
        as described in Section 3.1; and

    (b) You must inform recipients of the Executable Form how they can obtain
        a copy of such Source Code Form by reasonable means, including by
        placing a prominent notice in the Executable Form.

3.3. Distribution of a Larger Work
You may create a Larger Work by combining Covered Software with other material,
not under this License, and distribute the Larger Work as a single product.
In such a case, You must make sure the requirements of this License are fulfilled
for the Covered Software.

3.4. Notice
You must inform recipients of the Covered Software of the following:

    (a) this License, including its Exhibit A;

    (b) a prominent notice in the Source Code Form that the Covered Software
        is subject to this License; and

    (c) the notice described in Exhibit B, if the initial Contributor has
        attached such a notice to the Covered Software.

4. Inability to Comply Due to Statute or Regulation
---------------------------------------------------

If it is impossible for You to comply with any of the terms of this License
with respect to some or all of the Covered Software due to statute, judicial
order, or regulation, then You must:

    (a) comply with the terms of this License to the maximum extent possible;
        and

    (b) describe the limitations and the code they affect. Such description
        must be placed in a text file included with all distributions of the
        Covered Software under this License.

5. Termination
-------------

5.1. The rights granted under this License will terminate automatically if You
fail to comply with any of its terms.

5.2. If You initiate litigation against any entity by asserting a patent
infringement claim (excluding declaratory judgment actions, counter-claims, and
cross-claims) alleging that the Covered Software or a Contributor Version
directly or indirectly infringes any patent, then the rights granted to You
under this License will terminate as of the date such litigation is filed.

6. Disclaimer of Warranty
-------------------------

Covered Software is provided under this License on an "as is" basis, without
warranty of any kind, either expressed, implied, or statutory, including,
without limitation, warranties that the Covered Software is free of defects,
merchantable, fit for a particular purpose or non-infringing. The entire
risk as to the quality and performance of the Covered Software is with You.
Should any Covered Software prove defective in any respect, You (not any
Contributor) assume the cost of any necessary servicing, repair, or correction.
This disclaimer of warranty constitutes an essential part of this License. No
use of any Covered Software is authorized under this License except under this
disclaimer.

7. Limitation of Liability
--------------------------

Under no circumstances and under no legal theory, whether tort (including
negligence), contract, or otherwise, shall any Contributor, or anyone who
distributes Covered Software as permitted by the above Section 3, be liable to
You for any direct, indirect, special, incidental, or consequential damages of
any character including, without limitation, damages for loss of goodwill, work
stoppage, computer failure or malfunction, or any and all other commercial
damages or losses, even if such party shall have been informed of the
possibility of such damages. This limitation of liability shall not apply to
liability for death or personal injury resulting from such party's negligence
to the extent applicable law prohibits such limitation. Some jurisdictions do
not allow the exclusion or limitation of incidental or consequential damages,
so this exclusion and limitation may not apply to You.

8. Litigation
-------------

Any litigation relating to this License may be brought only in the courts of
a jurisdiction where the defendant maintains its principal place of business,
and such litigation shall be governed by the laws of such jurisdiction without
reference to its conflict-of-law provisions. Nothing in this License shall
prevent any party from asserting its rights as an affirmative defense.

9. Miscellaneous
----------------

This License represents the complete agreement concerning the subject matter
hereof. If any provision of this License is held to be unenforceable, such
provision shall be reformed only to the extent necessary to make it
enforceable. This License shall be governed by the laws of the United States
of America and the State of California, without reference to conflict of law
provisions.

EXHIBIT A - Source Code Form License Notice
-------------------------------------------

  This Source Code Form is subject to the terms of the Mozilla Public
  License, v. 2.0. If a copy of the MPL was not distributed with this
  file, You can obtain one at http://mozilla.org/MPL/2.0/.

  If it is not possible or desirable to put the notice in a particular file,
  then You may include the notice in a location (such as a LICENSE file in a
  relevant directory) where a recipient would be likely to look for such a
  notice.

EXHIBIT B - "Incompatible With Secondary Licenses" Notice
---------------------------------------------------------

  This Source Code Form is "Incompatible With Secondary Licenses", as defined
  by the Mozilla Public License, v. 2.0.

License text (MIT) - alternatively applicable:

MIT License

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.

Software: Matplotlib

Copyright notice:

Copyright (c) 2012-2024 Matplotlib Development Team. All rights reserved.

License text:

1. This LICENSE AGREEMENT is between the Matplotlib Development Team
   ("MDT"), and the Individual or Organization ("Licensee") accessing and
   otherwise using matplotlib software in source or binary form and its
   associated documentation.

2. Subject to the terms and conditions of this License Agreement, MDT
   hereby grants Licensee a nonexclusive, royalty-free, world-wide license
   to reproduce, analyze, test, perform and/or display publicly, prepare
   derivative works, distribute, and otherwise use matplotlib alone or
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Software: Pillow (PIL)

Copyright notice:

Copyright (c) 1995-2024, Jeffrey A. Pillow and contributors. All rights reserved.

License text:

Pillow is Copyright (c) 1995-2024 by Jeffrey A. Pillow and contributors.

The Python Imaging Library (PIL) is Copyright (c) 1995-2009 by Secret Labs AB
and Copyright (c) 1995-2009 by Fredrik Lundh.

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
associated 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(s)
of this software not be used in advertising or publicity pertaining to
distribution of the software without specific, written prior permission.

SECRET LABS AB AND THE AUTHORS 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 AUTHORS 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.