README.md

---
library_name: transformers
tags:
- unsloth
---

# Model Card for Model ID

# dotnet-development-14b

Fine‑tuned version of **unsloth/Qwen2.5‑Coder‑14B‑Instruct** using LoRA adapters for .NET / C# development tasks.

## Model Details
- **Base model:** unsloth/Qwen2.5‑Coder‑14B‑Instruct  
- **Fine‑tuning technique:** LoRA (Low‑Rank Adaptation)  
- **Frameworks:** Transformers | Safetensors | Unsloth  
- **Dataset:** Private JSONL dataset of .NET / C# examples and explanations  
- **Epochs:** 1  
- **Examples:** ≈ 450  

## Intended Use
This model is designed to assist with .NET and C# programming tasks such as:
- Generating and explaining C# code snippets
- Providing .NET API usage examples
- Answering development questions in C# context

## Citation
If you use this model, please cite the base architecture:

> [arXiv:1910.09700](https://arxiv.org/abs/1910.09700) — Qwen / Transformer architecture paper

## License
Follow the license of the base model (Qwen2.5‑Coder‑14B‑Instruct).

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**Author:** [jacksods](https://huggingface.co/jacksods)