C-sharpMinor/surgery-qa-generator-en-safetensors

TEXT GENERATIONConcurrency Cost:1Model Size:14BQuant:FP8Ctx Length:32kTool Calling:SupportedPublished:May 15, 2025License:apache-2.0Architecture:Transformer Open Weights Cold

C-sharpMinor/surgery-qa-generator-en-safetensors is a 14 billion parameter large language model, fine-tuned by 5YZ from unsloth/qwen3-14b-unsloth-bnb-4bit. This model specializes in generating board-style, English multiple-choice questions related to surgery, complete with answer choices, the correct answer, and explanations. It is designed to assist medical educators, exam writers, and students in creating high-quality surgical assessment items.

Loading preview...

Overview

This model, developed by 5YZ, is a 14 billion parameter large language model (csharpminor/surgery-qa-generator-en) specifically fine-tuned from unsloth/qwen3-14b-unsloth-bnb-4bit. Its core capability is the generation of high-quality, board-style English multiple-choice questions within the field of surgery.

Key Capabilities

  • Surgical Q&A Generation: Produces multiple-choice questions (A-E) focused on surgical topics.
  • Comprehensive Answers: For each question, it provides the single best answer and a concise explanation.
  • Rapid Draft Creation: Designed to quickly generate initial drafts of assessment items.

Good For

  • Medical Educators: Streamlining the creation of surgical examination questions.
  • Exam Writers: Developing new, high-quality assessment content for surgical disciplines.
  • Students: Generating practice questions for surgical board exams or coursework.

This model is intended to serve as a valuable tool for anyone requiring efficient and accurate generation of surgical medical questions.