20 lines
599 B
Markdown
20 lines
599 B
Markdown
## Data cleaning
|
|
|
|
## Requirements
|
|
```
|
|
pip3 install bs4 markdownify
|
|
pip3 install polyglot pyicu pycld2
|
|
```
|
|
|
|
## Steps
|
|
```
|
|
# Convert html to markdown
|
|
python3 -m fastchat.data.clean_sharegpt --in sharegpt_html.json --out sharegpt_clean.json
|
|
|
|
# Keep or remove specific languages
|
|
python3 -m fastchat.data.optional_clean --in sharegpt_clean.json --out sharegpt_clean_lang.json --skip-lang SOME_LANGUAGE_CODE
|
|
|
|
# Split long conversations
|
|
python3 -m fastchat.data.split_long_conversation --in sharegpt_clean_lang.json --out sharegpt_clean_lang_split.json --model-name /home/ubuntu/model_weights/llama-7b/
|
|
```
|