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matsci-llm-anon/Llama3-ft-CrystalStructure

sourceHugging Facecc-by-4.0updated 27d agoView on Hugging Face

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Llama3-ft-CrystalStructure

LoRA adapter for crystal system classification (7 classes) from chemical formula.

Released for double-blind review of How Large Language Models Learn Materials Science.


Base model	`meta-llama/Meta-Llama-3-8B-Instruct`
PEFT type	LoRA (r=8, alpha=16, dropout=0.05)
Target modules	`v_proj`, `q_proj`

Usage

python

from peft import PeftModel
from transformers import AutoModelForCausalLM
m = AutoModelForCausalLM.from_pretrained("meta-llama/Meta-Llama-3-8B-Instruct")
m = PeftModel.from_pretrained(m, "matsci-llm-anon/Llama3-ft-CrystalStructure")

Citation

bibtex

@inproceedings{anonymous2026learn,
  title={How Large Language Models Learn Materials Science},
  author={Anonymous},
  booktitle={Under review},
  year={2026}
}

Author and affiliation information is withheld during double-blind review.