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nlu_fix_0.8
linhqyy/nlu_fix_0.8
nlu_fix_0.8 is a machine learning model from linhqyy. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
chmod 755 -R /soicthackathonJointIDSF cd soicthackathonJointIDSF/ pip3 install -r requirements.txt
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Updated Oct 27, 2023
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At a glance
- Access
- Public
- Created
- Oct 27, 2023
- Updated
- Oct 27, 2023
- SHA
- 8302e644
Model card
From the Hugging Face model README
soict_hackathon_JointIDSF
Installation
chmod 755 -R /soict_hackathon_JointIDSF
cd soict_hackathon_JointIDSF/
pip3 install -r requirements.txt
Training and Evaluation
Data Augmentation
python3 ./data_preprocess/aug_data.py
Preprocess for training
python3 ./data_preprocess/preprocess_train_data.py --data_raw_path augmented_data_unique.jsonl \
--data_processed_path data_aug_full_0919_22
./run_jointIDSF_PhoBERTencoder.sh
Inference
python3 ./data_preprocess/prep_data_infer.py --data_path=<path_to_test_data> \'
--text_column=<text column name> \
--split_name=<split of data file>
python3 predict.py --input_file <path_to_input_file> \
--output_file <output_file_name> \
--model_dir ./jointIDSF_PhoBERTencoder/4e-5/0.15/100
- Created
- Oct 27, 2023
- Updated
- Oct 27, 2023