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derang's Introduction

derang

derang (گرفته شده از دِرنگ‌نما), diacritics creation for Persian/Farsi language

Preprocessing the text corpus

python libs/processor.py --config config/alef/alef.json

python libs/processor.py --config configs/alef.json datasets/sentences1.txt datasets/sentences2.txt --output-dir datasets/processed-data

python libs/processor.py --config configs/alef.json datasets/sentences1.txt datasets/sentences2.txt --output-dir datasets/processed-data

python libs/processor.py --config configs/alef.json datasets/sentences1.txt --output-dir datasets/processed-data --n-val 1 --n-test 1

text encoder

run the following command to check list of input/target symbols, and how is the input/target symbol to id mapping.

python libs/encoder.py

training

run the following to start the training process, preprocessing using processor.py should have been done earlier

python libs/trainer.py  --config configs/alef.json --accelerator cpu

inference

inference, using the latest model saved under the logs/alef/lightning_logs/

python libs/inference.py --config configs/alef.json --text "سلام سلام"

derang's People

Contributors

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