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Model: pedrodev2026/microcoder-1.5b-GGUF
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# Credits
This dataset is a combination of three existing datasets, pre-processed with **deduplication** and **token limit of 1024 tokens per example**.
## Included Datasets
1. **[CyberNative/Code_Vulnerability_Security_DPO](https://huggingface.co/datasets/CyberNative/Code_Vulnerability_Security_DPO)**
- Creator: CyberNative
- License: Apache 2.0
- Description: Code dataset focused on security vulnerabilities.
2. **[Madras1/minimax-m2.5-code-distilled-14k](https://huggingface.co/datasets/Madras1/minimax-m2.5-code-distilled-14k)**
- Creator: Madras1
- License: Apache 2.0
- Description: Distilled code dataset emphasizing coding patterns and representations.
3. **[pedrodev2026/pedro-open-distil-dataset](https://huggingface.co/datasets/pedrodev2026/pedro-open-distil-dataset)**
- Creator: pedrodev2026
- License: BSD 3-Clause
- Description: Custom distilled code dataset created and maintained by pedrodev2026.
## Preprocessing
The combined dataset was prepared by:
- **Deduplicating** all examples to remove redundancy.
- Limiting examples to **1024 tokens each**.
## License
The final combined dataset is licensed under **BSD 3-Clause**.
Users must still respect the original licenses of the included datasets when redistributing or using the original unmodified datasets.
- Original licenses:
- **[CyberNative/Code_Vulnerability_Security_DPO](https://huggingface.co/datasets/CyberNative/Code_Vulnerability_Security_DPO)**: Apache 2.0
- **[Madras1/minimax-m2.5-code-distilled-14k](https://huggingface.co/datasets/Madras1/minimax-m2.5-code-distilled-14k)**: Apache 2.0
- **[pedrodev2026/pedro-open-distil-dataset](https://huggingface.co/datasets/pedrodev2026/pedro-open-distil-dataset)**: BSD 3-Clause

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# Model Credits - Microcoder-1.5B
## Base Model
This fine-tuned model is built upon **Qwen 2.5 Coder 1.5B Instruct**, created and maintained by [Alibaba Cloud](https://www.alibabacloud.com/).
### Original Model Information
- **Model Name**: Qwen 2.5 Coder 1.5B Instruct
- **Creator**: Alibaba Cloud
- **Repository**: [Qwen Hugging Face](https://huggingface.co/Qwen/Qwen2.5-Coder-1.5B-Instruct)
- **License**: Apache 2.0
The Qwen 2.5 Coder series represents a significant advancement in code generation models, optimized for programming tasks and instruction following.
## Model Redistribution
We acknowledge **Unsloth** for their role in redistributing and optimizing the base model, making it more accessible to the community.
- **Organization**: Unsloth
- **Website**: [Unsloth.ai](https://unsloth.ai)
## Fine-Tuned Model (Microcoder-1.5B)
- **License**: BSD-3-Clause
- **Status**: This fine-tuned version incorporates specialized training and optimizations
## License Summary
| Component | License |
|-----------|---------|
| Base Model (Qwen 2.5 Coder 1.5B) | Apache 2.0 |
| Fine-tuned Model (Microcoder-1.5B) | BSD-3-Clause |
## Dataset Credits
For detailed information about the datasets used in the fine-tuning process, please refer to [`DATASET_CREDITS.md`](./DATASET_CREDITS.md).
## Attribution
When using Microcoder-1.5B, please provide appropriate attribution to:
1. **Alibaba Cloud** - for the original Qwen 2.5 Coder model
2. **Unsloth** - for model redistribution and optimization
3. **Microcoder Contributors** - for the fine-tuning and improvements
## Citation
If you use this model in your research or projects, please consider citing:
```bibtex
@misc{microcoder2026,
title={Microcoder-1.5B: A Fine-tuned Code Generation Model},
author={[pedrodev2026]},
year={2026},
url={[https://huggingface.co/pedrodev2026/microcoder-1.5b]}
}
```
And also cite the original Qwen model:
```bibtex
@article{hui2024qwen2,
title={Qwen2.5-Coder Technical Report},
author={Hui, Binyuan and Yang, Jian and Cui, Zeyu and Yang, Jiaxi and Liu, Dayiheng and Zhang, Lei and Liu, Tianyu and Zhang, Jiajun and Yu, Bowen and Dang, Kai and others},
journal={arXiv preprint arXiv:2409.12186},
year={2024}
}
```
---
**Last Updated**: 2026
**Model Version**: 1.5B

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---
license: bsd-3-clause
datasets:
- pedrodev2026/microcoder-dataset-1024-tokens
base_model:
- pedrodev2026/microcoder-1.5b
pipeline_tag: text-generation
tags:
- coder
- code
- microcoder
---

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