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yasserrmd/DentaInstruct-1.2B
DentaInstruct-1.2B is a text generation model from yasserrmd. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
Downloads · 30 days
40
6% of all-time downloads
All-time downloads
655
Public
Parameters
1.2B
2.3 GB on disk
Likes
23
Public
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.safetensors2.3 GB · 100%
How the weights are stored.
F16868M · 74%
From the Hugging Face model README
DentaInstruct-1.2B is a fine-tuned instruction-following language model designed to assist with dental domain queries. It was trained using clinically focused questions and answers from the miriad/miriad-4.4M dataset, specifically filtered for the Dental & Oral Medicine specialty. The base model used is LiquidAI/LFM2-1.2B, optimized with the Unsloth fine-tuning library.
LiquidAI/LFM2-1.2Bapply_chat_templatemiriad-4.4MThe model was evaluated on a curated set of dental prompts with rich terminology across endodontics, periodontics, prosthodontics, and oral surgery. Responses were assessed for fluency, accuracy, and domain relevance.
This model was fine-tuned using the MIRIAD dataset, which comes with the following caution:
This model is trained on data that has not been manually reviewed by medical experts. It should not be used for diagnostic purposes or to inform medical decision-making. It is intended for research and educational purposes only.
If you use this model or parts of it, please consider citing:
@misc{miriad2024,
title={MIRIAD: Medical Instructional Record with Interactions and Answers Dataset},
author={Xue, Yutong and others},
year={2024},
url={https://huggingface.co/datasets/miriad/miriad-4.4M}
}