sharegpt/README.md

Download ShareGPT :

https://huggingface.co/datasets/anon8231489123/ShareGPT_Vicuna_unfiltered/resolve/main/HTML_cleaned_raw_dataset/sg_90k_part1_html_cleaned.json

https://huggingface.co/datasets/anon8231489123/ShareGPT_Vicuna_unfiltered/resolve/main/HTML_cleaned_raw_dataset/sg_90k_part2_html_cleaned.json

Install Fastchat

pip3 install fastchat

Clean data:

pip3 install polyglot pyicu pycld2
python3 -m fastchat.data.optional_clean --in sg_90k_part1_html_cleaned.json --out sg_90k_part1_html_cleaned_lang.json --keep-lang en

Extract first sentence (optional)

python extract_first.py --in-file sg_90k_part1_html_cleaned_lang.json --out-file sg_90k_part1_html_cleaned_lang_first.json

Sample data (optional)

python3 -m fastchat.data.sample --in sg_90k_part1_html_cleaned_lang_first.json --out sg_90k_part1_html_cleaned_lang_first_sampled.json --end 10000 --max-length 10000

ShareGPT Feeder Usage

from sharegpt_feeder import generator
sharegpt_generator = generator()
print(next(sharegpt_generator))
print(next(sharegpt_generator))