| # Adopted from https://github.com/lm-sys/FastChat. Below is the original copyright: | |
| # Adopted from tatsu-lab@stanford_alpaca. Below is the original copyright: | |
| # Make it more memory efficient by monkey patching the LLaMA model with FlashAttn. | |
| import sys | |
| import pathlib | |
| project_path = pathlib.Path(__file__).parent.parent.parent | |
| sys.path.append(str(project_path)) | |
| # Need to call this before importing transformers. | |
| from mllm.utils.llama_flash_attn_monkey_patch import replace_llama_attn_with_flash_attn | |
| replace_llama_attn_with_flash_attn() | |
| from mllm.pipeline.finetune import main | |
| # noinspection PyUnusedLocal | |
| def _mp_fn(index): | |
| # For xla_spawn (TPUs) | |
| main() | |
| if __name__ == "__main__": | |
| main() | |