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NOTICE

PITA - Probabilistic Inference Time Algorithms Library Copyright (C) 2026 COBI, Inc.

This product includes software developed by COBI, Inc. (https://github.com/cobi-inc-MC/pita)

================================================================================ THIRD-PARTY SOFTWARE NOTICES AND INFORMATION ================================================================================

This software includes or depends upon the following third-party software components. The licenses for these components are included below.

Apache License 2.0 Components

The following components are licensed under the Apache License, Version 2.0:

  1. Transformers Copyright 2018- The Hugging Face team https://github.com/huggingface/transformers License: Apache License 2.0

  2. Datasets Copyright 2020 The Hugging Face Team https://github.com/huggingface/datasets License: Apache License 2.0

  3. HuggingFace Hub Copyright 2021 The Hugging Face Team https://github.com/huggingface/huggingface_hub License: Apache License 2.0

  4. vLLM Copyright 2023 vLLM Team https://github.com/vllm-project/vllm License: Apache License 2.0

  5. TensorRT-LLM Copyright (c) 2022-2024, NVIDIA CORPORATION & AFFILIATES https://github.com/NVIDIA/TensorRT-LLM License: Apache License 2.0 Note: TensorRT-LLM depends on proprietary NVIDIA TensorRT library with separate licensing. See docs/TENSORRT-LICENSE-NOTICE.md

  6. Valkey GLIDE (Python client) Copyright Valkey GLIDE Project Contributors https://github.com/valkey-io/valkey-glide License: Apache License 2.0

  7. pytest-asyncio Copyright (c) 2020 pytest-asyncio contributors https://github.com/pytest-dev/pytest-asyncio License: Apache License 2.0

Apache License 2.0 Full Text: https://www.apache.org/licenses/LICENSE-2.0

MIT License Components

The following components are licensed under the MIT License:

  1. FastAPI Copyright (c) 2018 Sebastián Ramírez https://github.com/fastapi/fastapi License: MIT

  2. Pydantic Copyright (c) 2017 to present Pydantic Services Inc. and individual contributors https://github.com/pydantic/pydantic License: MIT

  3. pylatexenc Copyright (c) 2014-2021, Philippe Faist https://github.com/phfaist/pylatexenc License: MIT

  4. llama-cpp-python Copyright (c) 2023 Andrei Betlen https://github.com/abetlen/llama-cpp-python License: MIT

  5. pytest Copyright (c) 2004 Holger Krekel and others https://github.com/pytest-dev/pytest License: MIT

BSD 3-Clause License Components

The following components are licensed under the BSD 3-Clause License:

  1. NumPy Copyright (c) 2005-2024, NumPy Developers https://github.com/numpy/numpy License: BSD 3-Clause

  2. SciPy Copyright (c) 2001-2002 Enthought, Inc. 2003-2024, SciPy Developers https://github.com/scipy/scipy License: BSD 3-Clause

  3. Uvicorn Copyright © 2017-present, Encode OSS Ltd https://github.com/encode/uvicorn License: BSD 3-Clause

  4. pandas Copyright (c) 2008-2011, AQR Capital Management, LLC, Lambda Foundry, Inc. and PyData Development Team Copyright (c) 2011-2024, Open source contributors https://github.com/pandas-dev/pandas License: BSD 3-Clause

  5. psutil Copyright (c) 2009, Jay Loden, Dave Daeschler, Giampaolo Rodola' https://github.com/giampaolo/psutil License: BSD 3-Clause

  6. SymPy Copyright (c) 2006-2024 SymPy Development Team https://github.com/sympy/sympy License: BSD 3-Clause

  7. Valkey (server) Copyright (c) 2024 The Valkey Project https://github.com/valkey-io/valkey License: BSD 3-Clause

================================================================================ ATTRIBUTION REQUIREMENTS ================================================================================

For components licensed under Apache License 2.0: - This NOTICE file must be included in any distribution - Any modifications to Apache 2.0 components must be documented - Attribution must be maintained

For components licensed under MIT and BSD: - Copyright notices must be preserved in distributions - License texts should be included

================================================================================ ADDITIONAL NOTICES ================================================================================

HuggingFace Models: When using this library with models from HuggingFace Hub, users are responsible for complying with individual model licenses, which may include: - GPL/AGPL licenses - Non-commercial licenses - Proprietary licenses - Other restrictions

Always verify the license of any model before use.

TensorRT (Optional Dependency): The optional TensorRT backend requires NVIDIA's proprietary TensorRT library, which is subject to NVIDIA's Software License Agreement. Users must obtain and accept NVIDIA's license separately. See docs/TENSORRT-LICENSE-NOTICE.md for detailed information.

================================================================================ LICENSE INFORMATION ================================================================================

This software (PITA) is dual-licensed: - GNU Affero General Public License v3.0 or later (AGPLv3+) for open source use - Commercial license for proprietary use

See the LICENSE file for complete terms. For commercial licensing options, see your commercial license agreement or contact us for details. See docs/LICENSING-GUIDE.md for detailed licensing information.

For commercial licensing inquiries: sales@cobi-inc.com