Instructions to use C-sharpMinor/surgery-qa-generator-en-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use C-sharpMinor/surgery-qa-generator-en-lora with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("C-sharpMinor/surgery-qa-generator-en-lora", dtype="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Unsloth Studio new
How to use C-sharpMinor/surgery-qa-generator-en-lora with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for C-sharpMinor/surgery-qa-generator-en-lora to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for C-sharpMinor/surgery-qa-generator-en-lora to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for C-sharpMinor/surgery-qa-generator-en-lora to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="C-sharpMinor/surgery-qa-generator-en-lora", max_seq_length=2048, )
Surgery-Focused English Medical Q&A Generator
Model name: csharpminor/surgery-qa-generator-en
Developed by: 5YZ
Finetuned from: unsloth/qwen3-14b-unsloth-bnb-4bit
License: Apache 2.0
Overview
This model is a large language model (LLM) fine-tuned to write board-style, English multiple-choice questions in the field of surgery, together with four answer choices (A–E), the single best answer, and a concise explanation.
It is intended to support medical educators, exam writers, and students who need a rapid first draft of high-quality assessment items.
Inference Providers NEW
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