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