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dotnet-development-14b

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Safetensors
unsloth
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Transformers library
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("jacksods/dotnet-development-14b", dtype="auto")
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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 — Qwen / Transformer architecture paper

License

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

Author: jacksods

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Paper for jacksods/dotnet-development-14b