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A collection of selected of models built with AllenNLP.

License: Apache License 2.0

Dockerfile 6.99% Python 93.01%

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brendan-ai2 afcarl dirkgr matt-gardner pawanrana probonobonobo tagoyal r2d2-fwks nanda-rani

allennlp-hub's Issues

Error loading pretrained models

I'm getting the following error when trying to load the pretrained NER model

  File "<stdin>", line 1, in <module>
  File "utils.py", line 111, in fine_grained_ner_model
    "sentence-tagger",
  File "utils.py", line 17, in _load_predictor
    archive = load_archive(archive_file)
  File "/home/ubuntu/anaconda3/envs/test-env/lib/python3.7/site-packages/allennlp/models/archival.py", line 230, in load_archive
    cuda_device=cuda_device)
  File "/home/ubuntu/anaconda3/envs/test-env/lib/python3.7/site-packages/allennlp/models/model.py", line 327, in load
    return cls.by_name(model_type)._load(config, serialization_dir, weights_file, cuda_device)
  File "/home/ubuntu/anaconda3/envs/test-env/lib/python3.7/site-packages/allennlp/models/model.py", line 265, in _load
    model = Model.from_params(vocab=vocab, params=model_params)
  File "/home/ubuntu/anaconda3/envs/test-env/lib/python3.7/site-packages/allennlp/common/from_params.py", line 365, in from_params
    return subclass.from_params(params=params, **extras)
  File "/home/ubuntu/anaconda3/envs/test-env/lib/python3.7/site-packages/allennlp/common/from_params.py", line 386, in from_params
    kwargs = create_kwargs(cls, params, **extras)
  File "/home/ubuntu/anaconda3/envs/test-env/lib/python3.7/site-packages/allennlp/common/from_params.py", line 133, in create_kwargs
    kwargs[name] = construct_arg(cls, name, annotation, param.default, params, **extras)
  File "/home/ubuntu/anaconda3/envs/test-env/lib/python3.7/site-packages/allennlp/common/from_params.py", line 229, in construct_arg
    return annotation.from_params(params=subparams, **subextras)
  File "/home/ubuntu/anaconda3/envs/test-env/lib/python3.7/site-packages/allennlp/common/from_params.py", line 365, in from_params
    return subclass.from_params(params=params, **extras)
  File "/home/ubuntu/anaconda3/envs/test-env/lib/python3.7/site-packages/allennlp/modules/text_field_embedders/basic_text_field_embedder.py", line 160, in from_params
    for name, subparams in token_embedder_params.items()
  File "/home/ubuntu/anaconda3/envs/test-env/lib/python3.7/site-packages/allennlp/modules/text_field_embedders/basic_text_field_embedder.py", line 160, in <dictcomp>
    for name, subparams in token_embedder_params.items()
  File "/home/ubuntu/anaconda3/envs/test-env/lib/python3.7/site-packages/allennlp/common/from_params.py", line 365, in from_params
    return subclass.from_params(params=params, **extras)
  File "/home/ubuntu/anaconda3/envs/test-env/lib/python3.7/site-packages/allennlp/modules/token_embedders/elmo_token_embedder.py", line 110, in from_params
    options_file = params.pop('options_file')
  File "/home/ubuntu/anaconda3/envs/test-env/lib/python3.7/site-packages/allennlp/common/params.py", line 260, in pop
    raise ConfigurationError("key \"{}\" is required at location \"{}\"".format(key, self.history))
allennlp.common.checks.ConfigurationError: 'key "options_file" is required at location "model.text_field_embedder.token_embedders.elmo."'

How do I pass the options_file to the ELMO model? I tried passing it as a json key in the overrides argument of the load_archive method, but to no avail.

Access denied for model https://s3-us-west-2.amazonaws.com/allennlp/models/bert-base-srl-2020.02.10.tar.gz

I am trying to use the bert-base model for SRL, but I get access denied, i.e.:
OSError: HEAD request failed for url https://s3-us-west-2.amazonaws.com/allennlp/models/bert-base-srl-2020.02.10.tar.gz with status code 403
Using this code:

from allennlp import predictors
from allennlp_hub.pretrained.helpers import _load_predictor
import allennlp.models

def bert_srl_shi_2019() -> predictors.SemanticRoleLabelerPredictor:
    predictor = _load_predictor(
        "https://s3-us-west-2.amazonaws.com/allennlp/models/bert-base-srl-2020.02.10.tar.gz",
        "semantic-role-labeling",
    )
    return predictor


predictor = bert_srl_shi_2019()
output = predictor.predict(
  sentence="Did Uriah honestly think he could beat the game in under three hours?"
)
print(output)

Update configs in model archive files

allenai/allennlp#3550 removed a deprecated config file parameter option and made some other breaking config changes. We need to update the config files in all of the pretrained models in this repo, then re-upload the model (probably also updating the link here to an updated one, instead of overwriting the old model). See here for slightly more context.

Ensure TC breakage pings #allennlp-alerts

Minimally http://build.allennlp.org/viewType.html?buildTypeId=AllenNLPHub_Master, maybe also http://build.allennlp.org/viewType.html?buildTypeId=AllenNLPHub_Release.

We have this set up for the main repo, but I can't find where the configuration lives in TC or Slack.

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