metadata

license: mit
task_categories:
  - question-answering
  - text-generation
tags:
  - automation
  - home
  - assistant
language:
  - en
pretty_name: Home Assistant Requests
size_categories:
  - 10K<n<100k

Home Assistant Requests Dataset

This dataset contains a list of requests and responses for a user interacting with a personal assistant that controls an instance of Home Assistant.

The dataset is generated from the different CSV "piles". The "piles" contain different chunks of requests that are assembled into a final context that is presented to the LLM. For example, piles/pile_of_device_names.csv contains only names of various devices to be used as part of context as well as inserted into piles/pile_of_templated_actions.csv and piles/pile_of_status_requests.csv. The logic for assembling the final dataset from the piles is contained in generate_home_assistant_data.py.

Generating the dataset from piles

python3 generate_home_assistant_data.py --train --test --large

Supported dataset splits are --test, --train, & --sample Arguments to set the train dataset size are --small, --medium, --large, & --xl.

Merging with other instruct-datasets for training

python3 generate_home_assistant_data.py --merge <dataset>

Supported datasets right now are:

alpaca
wizardlm70k

Please note that the supported datasets all have different licenses. Be aware that the license of the resulting data mixture might be different that the license of this dataset alone.