dora_llama_model_1850_1880

Llama 3 Finetuned Historical Model (1850 - 1880)

This model was finetuned using DoRA adapters, from the Llama3 8B model.

It was finetuned on 10M words from the Gutenberg Corpus attributed to the time period 1850 - 1880.

Model Sources

• Repository: https://github.com/comp-int-hum/historical-perspectival-lm
• Paper (ArXiv): https://arxiv.org/abs/2504.05523
• Paper (Hugging Face): https://huggingface.co/papers/2504.05523

Downloading the Model

Load the model like this:

import torch
from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("Hplm/dora_llama_model_1850_1880", torch_dtype=torch.float16)
tokenizer = AutoTokenizer.from_pretrained("Hplm/dora_llama_model_1850_1880")

License

Built with Meta Llama 3, and under the meta-llama licence.

Citation

@article{fittschen_diachroniclanguagemodels_2025,
  title = {Pretraining Language Models for Diachronic Linguistic Change Discovery},
  author = {Fittschen, Elisabeth and Li, Sabrina and Lippincott, Tom and Choshen, Leshem and Messner, Craig},
  year = {2025},
  month = apr,
  eprint = {2504.05523},
  primaryclass = {cs.CL},
  publisher = {arXiv},
  doi = {10.48550/arXiv.2504.05523},
  url = {https://arxiv.org/abs/2504.05523},
  urldate = {2025-04-14},
  archiveprefix = {arXiv},
  journal = {arxiv:2504.05523[cs.CL]}
}