Remove __future__ imports.

This commit is contained in:
Aymeric Augustin
2019-12-22 16:20:32 +01:00
parent b6ea0f43ae
commit c824d15aa1
147 changed files with 76 additions and 148 deletions

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@@ -16,7 +16,7 @@
"""BERT finetuning runner.
Finetuning the library models for multiple choice on SWAG (Bert).
"""
from __future__ import absolute_import, division, print_function
import argparse
import csv

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@@ -19,7 +19,7 @@
This script with default values evaluates a pretrained Transformer-XL on WikiText 103
"""
from __future__ import absolute_import, division, print_function, unicode_literals
import argparse
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" This is the exact same script as `examples/run_squad.py` (as of 2019, October 4th) with an additional and optional step of distillation."""
from __future__ import absolute_import, division, print_function
import argparse
import glob

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@@ -15,7 +15,6 @@
# limitations under the License.
""" Finetuning the library models for multimodal multiclass prediction on MM-IMDB dataset."""
from __future__ import absolute_import, division, print_function
import argparse
import glob

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@@ -16,7 +16,7 @@
# limitations under the License.
""" Conditional text generation with the auto-regressive models of the library (GPT/GPT-2/CTRL/Transformer-XL/XLNet)
"""
from __future__ import absolute_import, division, print_function, unicode_literals
import argparse
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" Finetuning the library models for sequence classification on GLUE (Bert, XLM, XLNet, RoBERTa)."""
from __future__ import absolute_import, division, print_function
import argparse
import glob

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@@ -19,7 +19,6 @@ GPT and GPT-2 are fine-tuned using a causal language modeling (CLM) loss while B
using a masked language modeling (MLM) loss.
"""
from __future__ import absolute_import, division, print_function
import argparse
import glob

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@@ -15,7 +15,6 @@
# limitations under the License.
""" Finetuning the library models for multiple choice (Bert, Roberta, XLNet)."""
from __future__ import absolute_import, division, print_function
import argparse
import glob

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@@ -15,7 +15,6 @@
# limitations under the License.
""" Fine-tuning the library models for named entity recognition on CoNLL-2003 (Bert or Roberta). """
from __future__ import absolute_import, division, print_function
import argparse
import glob

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@@ -15,7 +15,6 @@
# limitations under the License.
""" Finetuning the library models for question-answering on SQuAD (DistilBERT, Bert, XLM, XLNet)."""
from __future__ import absolute_import, division, print_function
import argparse
import glob

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@@ -16,7 +16,6 @@
""" Finetuning multi-lingual models on XNLI (Bert, DistilBERT, XLM).
Adapted from `examples/run_glue.py`"""
from __future__ import absolute_import, division, print_function
import argparse
import glob

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@@ -12,7 +12,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from __future__ import absolute_import, division, print_function
import argparse
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" Multiple choice fine-tuning: utilities to work with multiple choice tasks of reading comprehension """
from __future__ import absolute_import, division, print_function
import csv
import glob

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@@ -15,7 +15,6 @@
# limitations under the License.
""" Named entity recognition fine-tuning: utilities to work with CoNLL-2003 task. """
from __future__ import absolute_import, division, print_function
import logging
import os

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@@ -14,7 +14,6 @@
# limitations under the License.
""" Auto Model class. """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" BERT model configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" CamemBERT configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
""" Salesforce CTRL configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -13,7 +13,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
""" DistilBERT model configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" OpenAI GPT-2 configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" MMBT configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" OpenAI GPT configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" RoBERTa configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
""" T5 model configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" Transformer XL configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" Configuration base class and utilities."""
from __future__ import absolute_import, division, print_function, unicode_literals
import copy
import json

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@@ -13,7 +13,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
""" XLM configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" XLM-RoBERTa configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -14,7 +14,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
""" XLNet configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
"""Convert ALBERT checkpoint."""
from __future__ import absolute_import, division, print_function
import argparse
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
"""Convert BERT checkpoint."""
from __future__ import absolute_import, division, print_function
import argparse
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
"""Convert OpenAI GPT checkpoint."""
from __future__ import absolute_import, division, print_function
import argparse
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
"""Convert OpenAI GPT checkpoint."""
from __future__ import absolute_import, division, print_function
import argparse
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
""" Convert pytorch checkpoints to TensorFlow """
from __future__ import absolute_import, division, print_function
import argparse
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
"""Convert RoBERTa checkpoint."""
from __future__ import absolute_import, division, print_function
import argparse
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
"""Convert T5 checkpoint."""
from __future__ import absolute_import, division, print_function
import argparse
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
"""Convert Transformer XL checkpoint and datasets."""
from __future__ import absolute_import, division, print_function
import argparse
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
"""Convert OpenAI GPT checkpoint."""
from __future__ import absolute_import, division, print_function
import argparse
import json

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@@ -14,7 +14,6 @@
# limitations under the License.
"""Convert BERT checkpoint."""
from __future__ import absolute_import, division, print_function
import argparse
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" XNLI utils (dataset loading and evaluation) """
from __future__ import absolute_import, division, print_function
import logging
import os

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@@ -3,7 +3,7 @@ Utilities for working with the local dataset cache.
This file is adapted from the AllenNLP library at https://github.com/allenai/allennlp
Copyright by the AllenNLP authors.
"""
from __future__ import absolute_import, division, print_function, unicode_literals
import fnmatch
import json

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@@ -12,7 +12,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from __future__ import absolute_import, division, print_function
import io
import os

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@@ -14,7 +14,6 @@
# limitations under the License.
""" Configuration base class and utilities."""
from __future__ import absolute_import, division, print_function, unicode_literals
import copy
import json

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@@ -14,7 +14,6 @@
# limitations under the License.
""" Auto Model class. """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
"""PyTorch BERT model. """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import math

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@@ -15,7 +15,6 @@
# limitations under the License.
"""PyTorch CamemBERT model. """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" PyTorch CTRL model."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -16,7 +16,7 @@
adapted in part from Facebook, Inc XLM model (https://github.com/facebookresearch/XLM)
and in part from HuggingFace PyTorch version of Google AI Bert model (https://github.com/google-research/bert)
"""
from __future__ import absolute_import, division, print_function, unicode_literals
import copy
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
""" Classes to support Encoder-Decoder architectures """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import os

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@@ -15,7 +15,6 @@
# limitations under the License.
"""PyTorch OpenAI GPT-2 model."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import math

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@@ -15,7 +15,6 @@
# limitations under the License.
"""PyTorch MMBT model. """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
"""PyTorch OpenAI GPT model."""
from __future__ import absolute_import, division, print_function, unicode_literals
import json
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
"""PyTorch RoBERTa model. """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
""" PyTorch T5 model. """
from __future__ import absolute_import, division, print_function, unicode_literals
import copy
import itertools

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@@ -14,7 +14,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
""" TF 2.0 ALBERT model. """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import sys

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@@ -14,7 +14,6 @@
# limitations under the License.
""" Auto Model class. """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" TF 2.0 BERT model. """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import sys

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@@ -15,7 +15,6 @@
# limitations under the License.
""" TF 2.0 CTRL model."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -14,7 +14,7 @@
# limitations under the License.
""" TF 2.0 DistilBERT model
"""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import math

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@@ -15,7 +15,6 @@
# limitations under the License.
""" TF 2.0 OpenAI GPT-2 model. """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" TF 2.0 OpenAI GPT model."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" PyTorch - TF 2.0 general utilities."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import os

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@@ -15,7 +15,6 @@
# limitations under the License.
""" TF 2.0 RoBERTa model. """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
""" TF 2.0 T5 model. """
from __future__ import absolute_import, division, print_function, unicode_literals
import copy
import itertools

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@@ -16,7 +16,6 @@
""" TF 2.0 Transformer XL model.
"""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
"""TF general model utils."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import os

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@@ -14,7 +14,7 @@
# limitations under the License.
""" TF 2.0 XLM model.
"""
from __future__ import absolute_import, division, print_function, unicode_literals
import itertools
import logging

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@@ -15,7 +15,7 @@
# limitations under the License.
""" TF 2.0 XLNet model.
"""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import sys

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@@ -18,7 +18,6 @@
In particular https://github.com/kimiyoung/transformer-xl/blob/master/pytorch/mem_transformer.py
"""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
"""PyTorch BERT model."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import os

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@@ -14,7 +14,7 @@
# limitations under the License.
""" PyTorch XLM model.
"""
from __future__ import absolute_import, division, print_function, unicode_literals
import itertools
import logging

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@@ -15,7 +15,6 @@
# limitations under the License.
"""PyTorch XLM-RoBERTa model. """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -15,7 +15,7 @@
# limitations under the License.
""" PyTorch XLNet model.
"""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import math

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@@ -14,7 +14,6 @@
# ==============================================================================
"""Functions and classes related to optimization (weight updates)."""
from __future__ import absolute_import, division, print_function
import re

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@@ -12,7 +12,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from __future__ import absolute_import, division, print_function, unicode_literals
import csv
import json

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@@ -13,7 +13,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
""" Tokenization classes for ALBERT model."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import os

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@@ -14,7 +14,6 @@
# limitations under the License.
""" Auto Model class. """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
"""Tokenization classes."""
from __future__ import absolute_import, division, print_function, unicode_literals
import collections
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
"""Tokenization classes."""
from __future__ import absolute_import, division, print_function, unicode_literals
import collections
import logging

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@@ -13,7 +13,7 @@
# See the License for the specific language governing permissions and
# limitations under the License
""" Tokenization classes for Camembert model."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import os

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@@ -13,7 +13,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
"""Tokenization classes for Salesforce CTRL."""
from __future__ import absolute_import, division, print_function, unicode_literals
import json
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
"""Tokenization classes for DistilBERT."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -13,7 +13,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
"""Tokenization classes for OpenAI GPT."""
from __future__ import absolute_import, division, print_function, unicode_literals
import json
import logging

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@@ -13,7 +13,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
"""Tokenization classes for OpenAI GPT."""
from __future__ import absolute_import, division, print_function, unicode_literals
import json
import logging

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@@ -13,7 +13,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
"""Tokenization classes for RoBERTa."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
""" Tokenization class for model T5."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import os

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@@ -16,7 +16,7 @@
""" Tokenization classes for Transformer XL model.
Adapted from https://github.com/kimiyoung/transformer-xl.
"""
from __future__ import absolute_import, division, print_function, unicode_literals
import glob
import logging

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@@ -13,7 +13,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
"""Tokenization classes for OpenAI GPT."""
from __future__ import absolute_import, division, print_function, unicode_literals
import copy
import itertools

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@@ -13,7 +13,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
"""Tokenization classes for XLM."""
from __future__ import absolute_import, division, print_function, unicode_literals
import json
import logging

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@@ -13,7 +13,7 @@
# See the License for the specific language governing permissions and
# limitations under the License
""" Tokenization classes for XLM-RoBERTa model."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import os

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@@ -13,7 +13,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
""" Tokenization classes for XLNet model."""
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import os

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@@ -14,7 +14,6 @@
# limitations under the License.
""" Finetuning the library models for task XXX."""
from __future__ import absolute_import, division, print_function
import argparse
import glob

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@@ -14,7 +14,6 @@
# limitations under the License.
""" Load XXX dataset. """
from __future__ import absolute_import, division, print_function
import collections
import json

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@@ -14,7 +14,6 @@
# limitations under the License.
""" XXX model configuration """
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -14,7 +14,6 @@
# limitations under the License.
"""Convert XXX checkpoint."""
from __future__ import absolute_import, division, print_function
import argparse
import logging

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@@ -19,7 +19,6 @@
# In this template, replace all the XXX (various casings) with your model name
####################################################
from __future__ import absolute_import, division, print_function, unicode_literals
import logging

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@@ -18,7 +18,6 @@
# In this template, replace all the XXX (various casings) with your model name
####################################################
from __future__ import absolute_import, division, print_function, unicode_literals
import logging
import os

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@@ -12,7 +12,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from __future__ import absolute_import, division, print_function
import unittest

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@@ -12,7 +12,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from __future__ import absolute_import, division, print_function
import unittest

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@@ -12,7 +12,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from __future__ import absolute_import, division, print_function, unicode_literals
import os
import unittest

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