interactive demo for composer application on Jupyter notebook
Project description
Composer Prototype
Composer Interactive UI
make sure you have in your root dir:
feeds.yaml # to store generated feeds
profile.yaml # to store an example user profile
Data Generation
make sure you have in your root dir:
composer-finetune.jsonl
composer-dataset.jsonl
composer-dataset-methods.jsonl
Generate synthetic dataset:
python -m examples.composer.scripts.synt_dataset_generate
python -m examples.composer.scripts.method_dataset_generate
Finetuning
python -m examples.composer.scripts.finetune
TODO:
- support finetuning existing model instead of creating new fintune tasks on new model
- improve dataset gen and finetuning tasks
Upload Package on Pypi
from root of composer:
python setup.py sdist bdist_wheel
twine upload dist/*
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