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Test

  • Important Notice: For fine-tuning the OPT-175B model, ensure that your system is equipped with at least 18GB of GPU memory and 600GB of CPU memory.

Example: MeZO-SGD on OPT Models

# compare memory
bash test/mezo_sgd/hf_opt/test_memory_train.sh
# compare throughput
bash test/mezo_sgd/hf_opt/test_speed_train.sh
# compare accuracy
bash test/mezo_sgd/hf_opt/test_acc_train.sh

Supported Tests

In progress...