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"""Run multi-stage dialogue prompting (MSDP).""" |
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import os |
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import sys |
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sys.path.append(os.path.abspath(os.path.join( |
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os.path.join(os.path.dirname(__file__), os.path.pardir), os.path.pardir))) |
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from megatron import get_args |
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import megatron.initialize |
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def get_tasks_args(parser): |
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"""Provide extra arguments required for tasks.""" |
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group = parser.add_argument_group(title='tasks') |
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group.add_argument('--task', type=str, required=True, |
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help='Task name.') |
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group.add_argument("--sample_input_file", type=str, default=None, |
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help='Get input from file instead of interactive mode, ' |
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'each line is an input.') |
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group.add_argument("--sample_output_file", type=str, default=None, |
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help='Output file got from --sample_input_file') |
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group.add_argument('--prompt_file', type=str, default=None, |
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help='prompting file') |
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group.add_argument('--prompt_type', type=str, default=None, |
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choices=['knowledge', 'response'], |
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help='prompt type (knowledge or response)') |
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group.add_argument('--num_prompt_examples', type=int, default=10, |
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help='number of prompt examples') |
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group.add_argument('--guess_file', type=str, default=None, |
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help='datapath for generated sentences') |
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group.add_argument('--answer_file', type=str, default=None, |
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help='datapath for golden sentences') |
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group.add_argument('--out_seq_length', type=int, default=100, |
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help='output sequence length') |
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group.add_argument('--api_prompt', default=False, action="store_true", |
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help='setup model api for prompting') |
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group.add_argument('--megatron_api_url', type=str, default=None, |
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help='url of the megatron api') |
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return parser |
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if __name__ == '__main__': |
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megatron.initialize.initialize_megatron(extra_args_provider=get_tasks_args) |
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args = get_args() |
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if args.num_layers_per_virtual_pipeline_stage is not None: |
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print("Interleaved pipeline schedule is not yet supported for downstream tasks.") |
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exit() |
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if args.task == 'MSDP-PROMPT': |
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from tasks.msdp.prompt import main |
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elif args.task == 'MSDP-EVAL-F1': |
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from tasks.msdp.evaluate import main |
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else: |
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raise NotImplementedError('Task {} is not implemented.'.format( |
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args.task)) |
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main() |
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