Tune The Model python wrapper
Tune The Model is a few-shot AutoML system.
Tune The Model can do almost anything that requires understanding or generating natural language. It is able to solve tasks in 12 languages: English, Spanish, Portuguese, Russian, Turkish, French, German, Italian, Arabic, Polish, Dutch, and Hebrew.
This package provides a simple wrapper for using our api.
tune-the-model package allows you to train and apply models.
You can find the documentation at our Tune The Model API docs site.
Firstly fill out the form to get a key to access the API. We will send you the key within a day.
To install the package just use
pip install -U tune-the-model.
import tune_the_model as ttm import pandas as pd ttm.set_api_key('YOUR_API_KEY') # load datasets tdf = pd.read_csv('train.csv') vdf = pd.read_csv('test.csv') # Call one method. It will do everything for you: # create a model, save it to the file, upload datasets and put the model in the queue for training. model = ttm.tune_generator( 'filename.json', tdf['inputs'], tdf['outputs'], vdf['inputs'], vdf['outputs'] ) # wait... # a few hours # while our GPUs train your model model.wait_for_training_finish() print(model.status) print(model.is_ready) # inference! the_answer = model.generate('The Answer to the Ultimate Question of Life, the Universe, and Everything') print(the_answer)
Release history Release notifications | RSS feed
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Hashes for tune_the_model-0.1.33-py3-none-any.whl