| import argparse | |
| import jsonlines | |
| import json | |
| from tqdm import tqdm | |
| def contains_unwanted_words(text): | |
| unwanted_words = [ | |
| "text-based AI language model", | |
| "domestic violence", | |
| "please refrain", | |
| "derogatory", | |
| "inappropriate", | |
| "offensive", | |
| "racism", | |
| "racist", | |
| "racial", | |
| "discriminate", | |
| "discriminatory", | |
| "discrimination", | |
| "sexist", | |
| "sexism", | |
| "unacceptable", | |
| "inclusive workplace", | |
| "lgbt", | |
| "morals", | |
| "ethics", | |
| "ethical", | |
| "legality", | |
| "illegal", | |
| "illegality", | |
| "hateful", | |
| "harmful", | |
| "it is never okay", | |
| "It is important to", | |
| "It's important to", | |
| "real-world consequences", | |
| "hate speech", | |
| "glorify", | |
| "not be appropriate", | |
| "supremacist", | |
| "extremist", | |
| "responsible AI", | |
| "AI principles", | |
| "AI assistant", | |
| "an AI language", | |
| "ableist", | |
| "hurtful", | |
| "gender stereotype", | |
| "gender inequality", | |
| "underrepresentation", | |
| "safe spaces", | |
| "gender-based", | |
| "inclusivity", | |
| "feminist", | |
| "feminism", | |
| "transgender", | |
| "empowerment", | |
| "communist", | |
| "capitalism", | |
| "stereotypes", | |
| "biases", | |
| "bias", | |
| "Microaggression", | |
| "prioritize human safety", | |
| "as a language model", | |
| "as an AI language model", | |
| "As a large language model", | |
| "As an AI", | |
| "ethical principles", | |
| "consensual", | |
| "it is not appropriate", | |
| "it's not appropriate", | |
| "I cannot fulfill your request", | |
| "harmful to human beings", | |
| "ethical guidelines", | |
| "my guidelines", | |
| "prioritize user safety", | |
| "adhere to ethical guidelines", | |
| "harmful consequences", | |
| "potentially harmful", | |
| "dangerous activities", | |
| "promote safety", | |
| "well-being of all users", | |
| "responsible information sharing", | |
| "jeopardize the safety", | |
| "illegal actions or intentions", | |
| "undermine the stability", | |
| "promote the well-being", | |
| "illegal activities or actions", | |
| "adherence to the law", | |
| "potentially be harmful", | |
| "illegal substances or activities", | |
| "committed to promoting", | |
| "safe information", | |
| "lawful information", | |
| "cannot provide guidance", | |
| "cannot provide information", | |
| "unable to offer assistance", | |
| "cannot engage in discussions", | |
| "programming prohibits", | |
| "follow ethical guidelines", | |
| "ensure the safety", | |
| "involves an illegal subject", | |
| "prioritize safety", | |
| "illegal subject", | |
| "prioritize user well-being", | |
| "cannot support or promote", | |
| "activities that could harm", | |
| "pose a risk to others", | |
| "against my programming", | |
| "activities that could undermine", | |
| "potentially dangerous", | |
| "not within the scope", | |
| "designed to prioritize safety", | |
| "not able to provide", | |
| "maintain user safety", | |
| "adhere to safety guidelines", | |
| "dangerous or harmful", | |
| "cannot provide any information", | |
| "focus on promoting safety", | |
| "an AI language model you don't have", | |
| "As an AI language model, I cannot", | |
| "As an AI language model, I do not", | |
| "As an AI language model, I am not able", | |
| "As an AI language model, I don't have personal", | |
| "I am an AI language model and do not", | |
| "However,it is important to use any code or information provided responsibly and within legal and ethical boundaries.", | |
| "As an AI language model, I don't have", | |
| "As an AI language model, I am only able", | |
| "AI language model and I do not", | |
| "As an AI language model, I cannot modify", | |
| "I know as an AI language model you don't have", | |
| "as an AI language model, you cannot", | |
| "I'm sorry, but as an AI language model", | |
| "Unfortunately, I cannot provide", | |
| "I'm sorry, I cannot", | |
| "I'm sorry, I cannot generate", | |
| "AI cannot create or program", | |
| "I'm afraid I cannot create", | |
| "you cannot create an", | |
| "it operates ethically and is", | |
| "had an ethical system", | |
| "Ensuring the ethical", | |
| "and ethical sourcing", | |
| "are from ethical", | |
| "legal and ethical", | |
| "engage in unethical", | |
| "unethical or aggressive", | |
| "unethical business", | |
| "como modelo de lenguaje AI", | |
| "Lo siento, como modelo de lenguaje", | |
| "no puedo proporcionar", | |
| "pero debido a mi capacidad para generar códigos complejos y completos es limitado", | |
| "Lo siento, pero no puedo", | |
| "Lo siento, pero como modelo de lenguaje, no puedo proporcionar", | |
| "Lo siento, como modelo de lenguaje, no tengo", | |
| "Lo siento, debe haber habido una confusión", | |
| "Lo siento, como modelo de lenguaje, no puedo realizar", | |
| "Lo siento, soy un modelo de lenguaje y no tengo la capacidad de generar", | |
| "Lamento no poder proporcionarte el código", | |
| "Desculpe-me, mas a linguagem vulgar e ofensiva", | |
| "apropriada em nenhum contexto", | |
| "Como modelo de linguagem", | |
| "Como um modelo de linguagem, não tenho a capacidade de", | |
| "I cannot assist", | |
| "prioritize ethical", | |
| "respectful", | |
| "morally", | |
| "I'm sorry,", | |
| "I'm an", | |
| "I am an", | |
| "I'm an AI", | |
| "I am an AI", | |
| "my purpose", | |
| "filter_bad_language", | |
| "entertainment purposes", | |
| "purely hypothetical", | |
| "not a human", | |
| "cannot provide", | |
| "can't provide", | |
| "won't provide", | |
| "not provide", | |
| "worth noting", | |
| "cause harm", | |
| "a language model", | |
| "keep in mind", | |
| "unethical", | |
| "bad language", | |
| "the words ****", | |
| "bad_language", | |
| "certainly not", | |
| "complying", | |
| "comply", | |
| "I cannot", | |
| "my main goal", | |
| "As a machine", | |
| "I don't have the ability", | |
| "I am here to assist", | |
| "my purpose is to ", | |
| "my knowledge cutoff", | |
| "my knowledge cut off", | |
| "September 2021", | |
| "regulations", | |
| "not be suitable", | |
| "I apologize, but", | |
| "It is not possible", | |
| "controversial", | |
| "my programming", | |
| "ethically", | |
| "it is important to", | |
| "Please note", | |
| "sensitive topic", | |
| "not acceptable", | |
| "It is important for", | |
| "divisive", | |
| "not appropriate", | |
| "our values", | |
| "f*cking", | |
| "F*ck", | |
| "sh*t", | |
| "diversity and", | |
| "diversity and inclusion", | |
| "values diversity", | |
| "social responsibility", | |
| "environmental, social, and governance", | |
| " ESG ", | |
| "against women", | |
| "problematic history", | |
| "diversity", | |
| "*This chat conversation is shared from", | |
| "*This conversation is shared from", | |
| ] | |
| for word in unwanted_words: | |
| if word.lower() in text.lower(): | |
| return True | |
| return False | |
| def skip(conv, args): | |
| if conv["messages"][0]["role"] == "assistant": | |
| return True | |
| for message in conv["messages"]: | |
| if message["role"] == "assistant": | |
| if contains_unwanted_words(message["content"]): | |
| return True | |
| return False | |
| if __name__ == "__main__": | |
| parser = argparse.ArgumentParser() | |
| parser.add_argument("--in-file", type=str, required=True) | |
| parser.add_argument( | |
| "--out-file", type=str, default="open-instruct-uncensored.jsonl" | |
| ) | |
| args = parser.parse_args() | |
| in_file = args.in_file | |
| out_file = args.out_file | |
| writer = open(out_file, "w", encoding="utf8") | |
| with jsonlines.open(in_file) as reader: | |
| for obj in tqdm(reader): | |
| if not skip(obj, args): | |
| json.dump(obj, writer, ensure_ascii=False) | |
| writer.write("\n") | |
| writer.close() | |
| print("Done!") | |