composer-notebook 0.1.6

interactive demo for composer application on Jupyter notebook

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/*