mirror of
https://github.com/huggingface/transformers.git
synced 2025-07-27 08:18:58 +06:00
930c9412b4
* ✨ Alter base pl transformer to use automodels * 🐛 Add batch size env variable to function call * 💄 Apply black code style from Makefile * 🚚 Move lightning base out of ner directory * ✨ Add lightning glue example * 💄 self * move _feature_file to base class * ✨ Move eval logging to custom callback * 💄 Apply black code style * 🐛 Add parent to pythonpath, remove copy command * 🐛 Add missing max_length kwarg
39 lines
1.0 KiB
Bash
Executable File
39 lines
1.0 KiB
Bash
Executable File
# Install newest ptl.
|
|
pip install -U git+http://github.com/PyTorchLightning/pytorch-lightning/
|
|
# Install example requirements
|
|
pip install -r ../requirements.txt
|
|
|
|
# Download glue data
|
|
python3 ../../utils/download_glue_data.py
|
|
|
|
export TASK=mrpc
|
|
export DATA_DIR=./glue_data/MRPC/
|
|
export MAX_LENGTH=128
|
|
export LEARNING_RATE=2e-5
|
|
export BERT_MODEL=bert-base-cased
|
|
export MODEL_TYPE=bert
|
|
export BATCH_SIZE=32
|
|
export NUM_EPOCHS=3
|
|
export SEED=2
|
|
export OUTPUT_DIR_NAME=mrpc-pl-bert
|
|
export CURRENT_DIR=${PWD}
|
|
export OUTPUT_DIR=${CURRENT_DIR}/${OUTPUT_DIR_NAME}
|
|
|
|
# Make output directory if it doesn't exist
|
|
mkdir -p $OUTPUT_DIR
|
|
# Add parent directory to python path to access transformer_base.py
|
|
export PYTHONPATH="../":"${PYTHONPATH}"
|
|
|
|
python3 run_pl_glue.py --data_dir $DATA_DIR \
|
|
--model_type $MODEL_TYPE \
|
|
--task $TASK \
|
|
--model_name_or_path $BERT_MODEL \
|
|
--output_dir $OUTPUT_DIR \
|
|
--max_seq_length $MAX_LENGTH \
|
|
--learning_rate $LEARNING_RATE \
|
|
--num_train_epochs $NUM_EPOCHS \
|
|
--train_batch_size $BATCH_SIZE \
|
|
--seed $SEED \
|
|
--do_train \
|
|
--do_predict
|