diffusionfamily/diffullama-gsm

Model Card for Model ID

DiffuLLaMA LoRA tuned on GSM8K-symbolic dataset.

Model description

Details and model loading can be seen https://github.com/HKUNLP/DiffuLLaMA.

Framework versions

• Transformers 4.44.2
• Pytorch 2.1.1+cu121
• Datasets 2.21.0
• Tokenizers 0.19.1
• PEFT 0.12.0

@misc{gong2024scalingdiffusionlanguagemodels,
      title={Scaling Diffusion Language Models via Adaptation from Autoregressive Models}, 
      author={Shansan Gong and Shivam Agarwal and Yizhe Zhang and Jiacheng Ye and Lin Zheng and Mukai Li and Chenxin An and Peilin Zhao and Wei Bi and Jiawei Han and Hao Peng and Lingpeng Kong},
      year={2024},
      eprint={2410.17891},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2410.17891}, 
}