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# Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
"""Run multi-stage dialogue prompting (MSDP)."""
import os
import sys
sys.path.append(os.path.abspath(os.path.join(
os.path.join(os.path.dirname(__file__), os.path.pardir), os.path.pardir)))
from megatron import get_args
import megatron.initialize
def get_tasks_args(parser):
"""Provide extra arguments required for tasks."""
group = parser.add_argument_group(title='tasks')
# parameters for the knowledgeable dialogue generation
group.add_argument('--task', type=str, required=True,
help='Task name.')
group.add_argument("--sample_input_file", type=str, default=None,
help='Get input from file instead of interactive mode, '
'each line is an input.')
group.add_argument("--sample_output_file", type=str, default=None,
help='Output file got from --sample_input_file')
group.add_argument('--prompt_file', type=str, default=None,
help='prompting file')
group.add_argument('--prompt_type', type=str, default=None,
choices=['knowledge', 'response'],
help='prompt type (knowledge or response)')
group.add_argument('--num_prompt_examples', type=int, default=10,
help='number of prompt examples')
group.add_argument('--guess_file', type=str, default=None,
help='datapath for generated sentences')
group.add_argument('--answer_file', type=str, default=None,
help='datapath for golden sentences')
group.add_argument('--out_seq_length', type=int, default=100,
help='output sequence length')
group.add_argument('--api_prompt', default=False, action="store_true",
help='setup model api for prompting')
group.add_argument('--megatron_api_url', type=str, default=None,
help='url of the megatron api')
return parser
if __name__ == '__main__':
megatron.initialize.initialize_megatron(extra_args_provider=get_tasks_args)
args = get_args()
if args.num_layers_per_virtual_pipeline_stage is not None:
print("Interleaved pipeline schedule is not yet supported for downstream tasks.")
exit()
if args.task == 'MSDP-PROMPT':
from tasks.msdp.prompt import main
elif args.task == 'MSDP-EVAL-F1':
from tasks.msdp.evaluate import main
else:
raise NotImplementedError('Task {} is not implemented.'.format(
args.task))
main()
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