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## NOTICE

This product includes software developed by third parties.

Below is a list of third-party components used in the TuRTLe project, along with their licenses and intended usage:

---

### Main Dependencies

* **torch (≥2.4.0)**
  License: BSD-3-Clause
  Usage: Deep learning framework

* **vllm (0.5.4)**
  License: Apache License 2.0
  Usage: High-throughput and memory-efficient inference engine

* **vllm\_flash\_attn**
  License: Apache License 2.0
  Usage: Accelerated attention mechanism for transformers

* **transformers (≥4.44.1)**
  License: Apache License 2.0
  Usage: State-of-the-art machine learning models

* **datasets (2.6.1 - 3.0.0)**
  License: Apache License 2.0
  Usage: Dataset management for ML pipelines

* **evaluate (≥0.3.0)**
  License: Apache License 2.0
  Usage: Model evaluation tools

* **pyext (0.7)**
  License: MIT License
  Usage: Lightweight Python extension toolkit

* **mosestokenizer (1.0.0)**
  License: LGPL-2.1
  Usage: Tokenization using Moses tools

* **huggingface\_hub (≥0.11.1)**
  License: Apache License 2.0
  Usage: Integration with Hugging Face model repository

* **fsspec (≥2023.12.2)**
  License: BSD-3-Clause
  Usage: Filesystem interface for cloud and local storage

* **fuzzywuzzy (0.18.0)**
  License: GPL-2.0
  Usage: Fuzzy string matching

* **python-Levenshtein (0.27.1)**
  License: GPL-2.0
  Usage: String similarity metrics

* **pydantic (2.11.3)**
  License: MIT License
  Usage: Data validation and settings management

* **tqdm**
  License: MIT and Mozilla Public License 2.0
  Usage: Progress bars for loops and CLI

* **numpy**
  License: BSD-3-Clause
  Usage: Numerical computing library

---

### Python Standard Library

These modules are part of the Python standard library and are licensed under the Python Software Foundation License (PSF):

`os`, `sys`, `json`, `re`, `math`, `time`, `argparse`, `logging`, `warnings`, `shutil`,
`tempfile`, `subprocess`, `multiprocessing`, `itertools`, `collections`, `pathlib`,
`datetime`, `dataclasses`, `typing`, `abc`, `fnmatch`, `random`, `inspect`,
`importlib`, `pprint`, `fcntl`, `signal`

---

### Additional External Dependencies

* **openai**
  License: MIT License
  Usage: Client for OpenAI API

* **yaml**
  License: MIT License
  Usage: YAML configuration handling

* **bigcode\_eval**
  License: Apache License 2.0
  Usage: Code evaluation framework

---

### TuRTLe Project License

This project is licensed under the **Apache License 2.0**.

---

### License Summaries

* **Apache-2.0**: Permissive license allowing use, modification, and distribution with attribution.
* **BSD-3-Clause**: Permissive license with minimal restrictions.
* **MIT**: Very permissive license, commonly used in open source.
* **LGPL-2.1**: Copyleft license that allows linking under specific conditions.
* **GPL-2.0**: Strong copyleft license requiring derivative works to be distributed under the same license.
* **PSF**: Compatible with GPL, governs Python’s standard library.