visual-arena / fastchat /data /extract_gpt4_only.py
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"""
Extract the conversations generated by GPT-4 only.
Usage: python3 -m fastchat.data.extract_gpt4_only --in sharegpt.json
"""
import argparse
import json
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("--in-file", type=str, required=True)
parser.add_argument("--out-file", type=str)
parser.add_argument("--begin", type=int)
parser.add_argument("--end", type=int)
args = parser.parse_args()
content = json.load(open(args.in_file, "r"))
content = content[args.begin : args.end]
new_content = []
for c in content:
model = c.get("model", None)
if model == "gpt4" or model is None:
new_content.append(c)
if args.out_file:
out_file = args.out_file
else:
out_file = args.in_file.replace(".json", "_gpt4.json")
print(f"#in: {len(content)}, #out: {len(new_content)}")
json.dump(new_content, open(out_file, "w"), indent=2, ensure_ascii=False)