Train and use generative text models in a few lines of code.
Installation
Use the package manager pip to install blather.
pip install blather
Fine tuning large generative language models in tractable time require the use of at least a single GPU. For the time being running blather on a CPU only system will cause errors. This may be addressed in the future
Usage
from blather import Blather
blather = Blather()
# fine tunes an appropriate model on your dataset
blather.read(['Text Examples One', 'Second Text Example'... 'Text Example k'])
# returns a text sample generated from the model
blather.write('Sample text to complete')
# saves model
blather.save('model.pt')
# load model from previous training
blather.load('model.pt')
Contributing
https://github.com/bigthonk/blather
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
Please make sure to update tests as appropriate.
License
Metadata
Release files for blather 1.0.7
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| blather-1.0.7.tar.gz | 4.2 kB | Details |
Release files / blather-1.0.7.tar.gz
| Download URL | blather-1.0.7.tar.gz |
|---|---|
| Size | 4.2 kB |
| Tags | Source |
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7c618c70c437da86b9ba182b011ad5c68cc21461592789aa7591194b1e81638a
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twine/3.6.0 importlib_metadata/3.10.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.59.0 CPython/3.8.8
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