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  # 🦀 Magicoder-OSS-Instruct-Rust (3.9K Cleaned)
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- **Magicoder-OSS-Instruct-Rust** is a high-quality, syntax-verified dataset of **3,901** Rust coding instructions derived from real-world open-source GitHub projects.
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- This dataset is extracted from [ise-uiuc/Magicoder-OSS-Instruct-75K](https://huggingface.co/datasets/ise-uiuc/Magicoder-OSS-Instruct-75K), filtered specifically for Rust, and validated via in-memory compiler checks.
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  ---
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  Out of the original 75,000 multi-language samples:
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  1. Non-Rust programming languages were filtered out.
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  2. Incomplete snippets or entries failing `rustc` syntax checks were removed.
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- 3. A clean, verified set of **3,901 high-quality Rust instructions** was produced.
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  ---
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@@ -69,7 +69,7 @@ The dataset follows the **ChatML** (`messages`) format:
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  "messages": [
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  {
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  "role": "system",
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- "content": "Sen Rust programlama problemlerini çözerek doğru kodu üreten uzman bir asistansın."
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  },
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  {
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  "role": "user",
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  }
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  ]
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  }
 
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  @article{wei2023magicoder,
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  title={Magicoder: Source Code Is All You Need},
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  author={Wei, Yuxiang and Wang, Zhe and Liu, Jiawei and Ding, Yuhang and Zhang, Lingming},
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  journal={arXiv preprint arXiv:2312.02120},
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  year={2023}
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- }
 
 
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  # 🦀 Magicoder-OSS-Instruct-Rust (3.9K Cleaned)
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+ **Magicoder-OSS-Instruct-Rust** is a high-quality, syntax-verified dataset of **3,909** Rust coding instructions derived from real-world open-source GitHub projects.
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+ This dataset is extracted from [ise-uiuc/Magicoder-OSS-Instruct-75K](https://huggingface.co/datasets/ise-uiuc/Magicoder-OSS-Instruct-75K), filtered specifically for Rust, and validated via in-memory compiler checks. No language translation was applied; the dataset remains in its original English format.
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  ---
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  Out of the original 75,000 multi-language samples:
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  1. Non-Rust programming languages were filtered out.
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  2. Incomplete snippets or entries failing `rustc` syntax checks were removed.
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+ 3. A clean, verified set of **3,909 high-quality Rust instructions** was produced.
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  ---
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  "messages": [
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  {
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  "role": "system",
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+ "content": "You are an expert assistant who solves Rust programming problems and generates correct code."
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  },
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  {
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  "role": "user",
 
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  }
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  ]
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  }
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+ ```
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+ ---
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+
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+ ## 💻 Usage
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ dataset = load_dataset("WrittenWithRust/Magicoder-OSS-Instruct-Rust-3.9K")
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+ print(dataset["train"][0])
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+ ```
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+
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+ ---
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+
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+ ## 📜 Citation
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+
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+ ```bibtex
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  @article{wei2023magicoder,
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  title={Magicoder: Source Code Is All You Need},
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  author={Wei, Yuxiang and Wang, Zhe and Liu, Jiawei and Ding, Yuhang and Zhang, Lingming},
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  journal={arXiv preprint arXiv:2312.02120},
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  year={2023}
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+ }
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+ ```