LOMO: LOw-Memory Optimization

This is the implementation for Full Parameter Fine-Tuning for Large Language Models with Limited Resorcces.

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Run the code

bash run.sh

Reproduce our results

We provide the sampled datasets used in our experiments here. Due to the limited computational resources, we reported the highest results obtained from experiments conducted with the same random seed (42). We acknolwedge this limitation in our work and plan to conduct repeated experiments in the next version to address it.