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import json
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import os
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from typing import Iterator
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from concurrent.futures import ThreadPoolExecutor
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def filter_json_lines(input_file_name: str, output_file_name: str, words_to_match: list[str], num_threads: int = 10) -> None:
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"""
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Filters JSON lines from the input file and writes the filtered lines to the output file.
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Lines are filtered out if the "output" field contains any of the specified words.
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:param input_file_name: Name of the input JSON file.
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:param output_file_name: Name of the output JSON file.
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:param words_to_match: List of words to match in the "output" field.
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:param num_threads: Number of threads to use for parallel processing (defaults to 10).
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"""
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script_dir = os.path.dirname(os.path.abspath(__file__))
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input_file_path = os.path.join(script_dir, input_file_name)
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output_file_path = os.path.join(script_dir, output_file_name)
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with open(input_file_path, 'r', encoding='utf-8') as input_fp, open(output_file_path, 'w', encoding='utf-8') as output_fp:
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with ThreadPoolExecutor(max_workers=num_threads) as executor:
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futures = [executor.submit(filter_json_lines_iter, input_fp, words_to_match) for _ in range(num_threads)]
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for future in futures:
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for line in future.result():
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output_fp.write(line)
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def filter_json_lines_iter(input_fp: Iterator[str], words_to_match: list[str]) -> Iterator[str]:
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"""
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Generator function that yields filtered JSON lines.
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:param input_fp: Iterator over input file lines.
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:param words_to_match: List of words to match in the "output" field.
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:return: Iterator of filtered JSON lines.
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"""
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words_to_match_set = set(words_to_match)
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for line in input_fp:
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try:
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data = json.loads(line)
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output_value = data.get('output', '')
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if not any(word in output_value for word in words_to_match_set):
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yield line
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except json.JSONDecodeError:
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continue
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input_file_name = 'Input_File.json'
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output_file_name = 'Output_File.json'
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words_to_match = [
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"text-based AI language model",
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"domestic violence",
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"please refrain",
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"derogatory",
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"inappropriate",
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"offensive",
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"racism",
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"racist",
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"racial",
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"discriminate",
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"discriminatory",
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"discrimination",
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"sexist",
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"sexism",
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"unacceptable",
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"inclusive workplace",
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"lgbt",
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"morals",
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"ethics",
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"ethical",
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"legality",
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"illegal",
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"illegality",
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"hateful",
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"harmful",
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"it is never okay",
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"It is important to",
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"It's important to",
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"real-world consequences",
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"hate speech",
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"glorify",
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"not be appropriate",
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"supremacist",
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"extremist",
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"responsible AI",
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"AI principles",
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"AI assistant",
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"an AI language",
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"ableist",
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"hurtful",
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"gender stereotype",
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"gender inequality",
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"underrepresentation",
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"safe spaces",
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"gender-based",
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"inclusivity",
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"feminist",
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"feminism",
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"transgender",
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"empowerment",
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"communist",
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"capitalism",
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"stereotypes",
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"biases",
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"bias",
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"Microaggression",
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"prioritize human safety",
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"as a language model",
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"as an AI language model",
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"As a large language model",
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"As an AI",
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"ethical principles",
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"consensual",
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"it is not appropriate",
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"it's not appropriate",
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"I cannot fulfill your request",
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"harmful to human beings",
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"ethical guidelines",
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"my guidelines",
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"prioritize user safety",
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"adhere to ethical guidelines",
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"harmful consequences",
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"potentially harmful",
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"dangerous activities",
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"promote safety",
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"well-being of all users",
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"responsible information sharing",
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"jeopardize the safety",
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"illegal actions or intentions",
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"undermine the stability",
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"promote the well-being",
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"illegal activities or actions",
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"adherence to the law",
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"potentially be harmful",
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"illegal substances or activities",
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"committed to promoting",
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"safe information",
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"lawful information",
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"cannot provide guidance",
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"cannot provide information",
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"unable to offer assistance",
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"cannot engage in discussions",
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"programming prohibits",
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"follow ethical guidelines",
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"ensure the safety",
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"involves an illegal subject",
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"prioritize safety",
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"illegal subject",
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"prioritize user well-being",
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"cannot support or promote",
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"activities that could harm",
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"pose a risk to others",
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"against my programming",
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"activities that could undermine",
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"potentially dangerous",
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"not within the scope",
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"designed to prioritize safety",
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"not able to provide",
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"maintain user safety",
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"adhere to safety guidelines",
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"dangerous or harmful",
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"cannot provide any information",
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"focus on promoting safety",
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"an AI language model you don't have",
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"As an AI language model, I cannot",
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"As an AI language model, I do not",
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"As an AI language model, I am not able",
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"As an AI language model, I don't have personal",
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"I am an AI language model and do not",
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"However,it is important to use any code or information provided responsibly and within legal and ethical boundaries.",
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"As an AI language model, I don't have",
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"As an AI language model, I am only able",
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"AI language model and I do not",
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"As an AI language model, I cannot modify",
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"I know as an AI language model you don't have",
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"as an AI language model, you cannot",
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"I'm sorry, but as an AI language model",
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"Unfortunately, I cannot provide",
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"I'm sorry, I cannot",
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"I'm sorry, I cannot generate",
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"AI cannot create or program",
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"I'm afraid I cannot create",
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"you cannot create an",
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"it operates ethically and is",
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"had an ethical system",
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"Ensuring the ethical",
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"and ethical sourcing",
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"are from ethical",
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"legal and ethical",
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"engage in unethical",
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"unethical or aggressive",
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"unethical business",
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"como modelo de lenguaje AI",
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"Lo siento, como modelo de lenguaje",
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"no puedo proporcionar",
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"pero debido a mi capacidad para generar c贸digos complejos y completos es limitado",
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"Lo siento, pero no puedo",
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"Lo siento, pero como modelo de lenguaje, no puedo proporcionar",
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"Lo siento, como modelo de lenguaje, no tengo",
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"Lo siento, debe haber habido una confusi贸n",
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"Lo siento, como modelo de lenguaje, no puedo realizar",
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"Lo siento, soy un modelo de lenguaje y no tengo la capacidad de generar",
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"Lamento no poder proporcionarte el c贸digo",
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"Desculpe-me, mas a linguagem vulgar e ofensiva",
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"apropriada em nenhum contexto",
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"Como modelo de linguagem",
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"Como um modelo de linguagem, n茫o tenho a capacidade de",
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"I cannot assist",
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"prioritize ethical",
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"respectful",
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"morally",
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"I'm sorry,",
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"I'm an",
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"I am an",
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"I'm an AI",
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"I am an AI",
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"my purpose",
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"filter_bad_language",
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"entertainment purposes",
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"purely hypothetical",
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"not a human",
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"cannot provide",
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"can't provide",
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"won't provide",
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"not provide",
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"worth noting",
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"cause harm",
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"a language model",
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"keep in mind",
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"unethical",
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"bad language",
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"the words ****",
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"bad_language",
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"certainly not",
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"complying",
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"comply",
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"I cannot",
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"my main goal",
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"As a machine",
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"I don't have the ability",
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"I am here to assist",
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"my purpose is to ",
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"my knowledge cutoff",
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"my knowledge cut off",
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"September 2021",
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"regulations",
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"not be suitable",
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"I apologize, but",
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"It is not possible",
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"controversial",
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"my programming",
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"ethically",
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"it is important to",
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"Please note",
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"sensitive topic",
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"not acceptable",
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"It is important for",
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"divisive",
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"not appropriate",
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"our values",
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"f*cking",
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"F*ck",
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"sh*t",
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"diversity and",
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"diversity and inclusion",
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"values diversity",
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"social responsibility",
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"environmental, social, and governance",
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" ESG ",
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"against women",
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"problematic history",
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"diversity",
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"*This chat conversation is shared from",
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"*This conversation is shared from",
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]
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filter_json_lines(input_file_name, output_file_name, words_to_match, num_threads=10) |
