Results on unseen test set (run with flag
`-t wizard_of_wikipedia:WizardDialogKnowledge:topic_split`):
Hits@1/100: 68.96
"""
if __name__ == '__main__':
parser = ParlaiParser(add_model_args=True)
parser.add_argument('-n', '--num-examples', default=100000000)
parser.add_argument('-d', '--display-examples', type='bool', default=False)
parser.add_argument('-ltim', '--log-every-n-secs', type=float, default=2)
WizardTransformerRankerAgent.add_cmdline_args(parser, partial_opt=None)
parser.set_params(
task='wizard_of_wikipedia',
model='projects:wizard_of_wikipedia:wizard_transformer_ranker',
model_file=
'models:wizard_of_wikipedia/full_dialogue_retrieval_model/model',
datatype='test',
n_heads=6,
ffn_size=1200,
embeddings_scale=False,
delimiter=' __SOC__ ',
n_positions=1000,
legacy=True,
)
opt = parser.parse_args()
download(opt['datapath']) # download pretrained retrieval model
eval_model(opt)
#!/usr/bin/env python
# Copyright (c) Facebook, Inc. and its affiliates.
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
"""Interact with a pre-trained retrieval model.
"""
from parlai.scripts.interactive import setup_args, interactive
from parlai.zoo.wizard_of_wikipedia.full_dialogue_retrieval_model import download
if __name__ == '__main__':
parser = setup_args()
parser.set_params(
model='projects:wizard_of_wikipedia:interactive_retrieval',
retriever_model_file='models:wikipedia_full/tfidf_retriever/model',
responder_model_file='models:wizard_of_wikipedia/'
'full_dialogue_retrieval_model/model',
)
opt = parser.parse_args(print_args=False)
download(opt['datapath'])
interactive(opt, print_parser=parser)