update ruff version (#30932)

* update ruff version

* fix research projects

* Empty

* Fix errors

---------

Co-authored-by: Lysandre <lysandre@huggingface.co>

examples/research_projects/movement-pruning/counts_parameters.py

@@ -15,6 +15,7 @@
 Count remaining (non-zero) weights in the encoder (i.e. the transformer layers).
 Sparsity and remaining weights levels are equivalent: sparsity % = 100 - remaining weights %.
 """
+
 import argparse
 import os
 

examples/research_projects/movement-pruning/emmental/configuration_bert_masked.py

@@ -13,10 +13,9 @@
 # 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.
-""" Masked BERT model configuration. It replicates the class `~transformers.BertConfig`
+"""Masked BERT model configuration. It replicates the class `~transformers.BertConfig`
 and adapts it to the specificities of MaskedBert (`pruning_method`, `mask_init` and `mask_scale`."""
 
-
 import logging
 
 from transformers.configuration_utils import PretrainedConfig

examples/research_projects/movement-pruning/emmental/modeling_bert_masked.py

@@ -18,7 +18,6 @@
 compute the adaptive mask.
 Built on top of `transformers.models.bert.modeling_bert`"""
 
-
 import logging
 import math
 

examples/research_projects/movement-pruning/masked_run_glue.py

@@ -13,7 +13,7 @@
 # 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.
-""" Fine-pruning Masked BERT on sequence classification on GLUE."""
+"""Fine-pruning Masked BERT on sequence classification on GLUE."""
 
 import argparse
 import glob

examples/research_projects/movement-pruning/masked_run_squad.py

@@ -13,8 +13,7 @@
 # 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.
-""" Fine-pruning Masked BERT for question-answering on SQuAD."""
-
+"""Fine-pruning Masked BERT for question-answering on SQuAD."""
 
 import argparse
 import glob