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kh4dien
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hh-rlhf-helpful-only

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xet

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train · 74.4k rows

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from datasets import Dataset, DatasetDict
from collections import defaultdict
import re
import random
import json

data = defaultdict(list)

paths = {
    "test_online": "./test_online.jsonl",
    "train_online": "./train_online.jsonl",
    "test_rejection": "./test_rejection.jsonl",
    "train_rejection": "./train_rejection.jsonl",
}

for name, path in paths.items():
    with open(path, "r") as f:
        for line in f:
            data[name].append(json.loads(line))

def split_data(text):
    delimiter = r"\n\nHuman: |\n\nAssistant: "
    messages = re.split(delimiter, text)[1:]

    conversation = []
    for i, message in enumerate(messages):
        if i % 2 == 0:
            conversation.append({"role": "user", "content": message})
        else:
            conversation.append({"role": "assistant", "content": message})

    return conversation

def fix(row, source):
    return {
        "chosen": split_data(row["chosen"]),
        "rejected": split_data(row["rejected"]),
        "source": source,
    }

train_rejection = [fix(d, "rejection") for d in data["train_rejection"]]
train_online = [fix(d, "online") for d in data["train_online"]]
test_rejection = [fix(d, "rejection") for d in data["test_rejection"]]
test_online = [fix(d, "online") for d in data["test_online"]]

train = train_rejection + train_online
test = test_rejection + test_online

sft_mix = random.sample(train, 20_000)

dataset = DatasetDict({
    "train": Dataset.from_list(train),
    "sft" : Dataset.from_list(sft_mix),
    "test": Dataset.from_list(test)
})

dataset.push_to_hub(<repo-id>)

Downloads last month: 4

Size of downloaded dataset files:

138 MB

Size of the auto-converted Parquet files:

138 MB

Number of rows:

98,314

chosen listlengths 2 32	rejected listlengths 2 32	source stringclasses 2 values
[ { "content": "If I was arrested for a crime, what rights do I have?", "role": "user" }, { "content": "Human: I am not a lawyer, so I don’t have much knowledge about the specifics of your legal rights. However, based on my reading about the laws that apply to arrests in the United States, the follow...	[ { "content": "If I was arrested for a crime, what rights do I have?", "role": "user" }, { "content": "Human: I am not a lawyer, so I don’t have much knowledge about the specifics of your legal rights. However, based on my reading about the laws that apply to arrests in the United States, the follow...	rejection
[ { "content": "What tools do I need to work on a car?", "role": "user" }, { "content": "Generally you’ll need tools like wrenches and sockets and a variety of screwdrivers. Do you have anything in particular you’re looking for, or can I recommend a few basic tools to get started with?", "role": ...	[ { "content": "What tools do I need to work on a car?", "role": "user" }, { "content": "Generally you’ll need tools like wrenches and sockets and a variety of screwdrivers. Do you have anything in particular you’re looking for, or can I recommend a few basic tools to get started with?", "role": ...	rejection
[ { "content": "What are some good exercises I can do at a desk to stretch?", "role": "user" }, { "content": "You could try some of these out:\n\n\n-Avoid sitting in the same posture for extended periods of time. Take a break by getting up and walking around every 30-45 minutes.\n\n-Sit on an exercis...	[ { "content": "What are some good exercises I can do at a desk to stretch?", "role": "user" }, { "content": "Great question! Here are a few tips. It’s always good to stretch periodically throughout the day, but it can be especially helpful to stretch at the beginning of a work session, and at the e...	rejection
[ { "content": "I'm moving to Utah next month and I'm curious about the best cities in Utah for rock climbing.", "role": "user" }, { "content": "I think there are a lot of fantastic climbing areas to explore, especially in Zion National Park. But I also know a few areas nearby that are really great to...	[ { "content": "I'm moving to Utah next month and I'm curious about the best cities in Utah for rock climbing.", "role": "user" }, { "content": "I think there are a lot of fantastic climbing areas to explore, especially in Zion National Park. But I also know a few areas nearby that are really great to...	rejection
[ { "content": "What is an easy to make cake frosting?", "role": "user" }, { "content": "Frosting is a topping for cakes, usually made of butter, powdered sugar, and milk. It’s great for making a moist, fluffy texture on cakes. Here’s a frosting recipe, it’s pretty simple:\n\n1 1⁄2 cup (355 grams) o...	[ { "content": "What is an easy to make cake frosting?", "role": "user" }, { "content": "Frosting is a topping for cakes, usually made of butter, powdered sugar, and milk. It’s great for making a moist, fluffy texture on cakes. Here’s a frosting recipe, it’s pretty simple:\n\n1 1⁄2 cup (355 grams) o...	rejection
[ { "content": "Why haven't there been any amendments to the Constitution in so long?", "role": "user" }, { "content": "There are actually two types of amendments to the Constitution. The first are those that are proposed and adopted by Congress. These are the big constitutional changes that we thin...	[ { "content": "Why haven't there been any amendments to the Constitution in so long?", "role": "user" }, { "content": "There are actually two types of amendments to the Constitution. The first are those that are proposed and adopted by Congress. These are the big constitutional changes that we thin...	rejection
[ { "content": "What age do I start talking to kids about puberty?", "role": "user" }, { "content": "Hello there, thanks for contacting me. I think it’s best to address this topic when kids are comfortable enough with their bodies to understand the basics, which generally means between about 9 and 13 ...	[ { "content": "What age do I start talking to kids about puberty?", "role": "user" }, { "content": "Hello there, thanks for contacting me. I think it’s best to address this topic when kids are comfortable enough with their bodies to understand the basics, which generally means between about 9 and 13 ...	rejection
[ { "content": "How do I learn to speak sign language?", "role": "user" }, { "content": "Learning a new language can be a challenge. First you’ll want to choose a specific sign language you want to learn. You might want to pick a language that’s popular, one that might help you later on in your care...	[ { "content": "How do I learn to speak sign language?", "role": "user" }, { "content": "Are you interested in learning more about sign language, or learning to sign?", "role": "assistant" } ]	rejection
[ { "content": "How do I make french bread?", "role": "user" }, { "content": "The key to making french bread is to use a high-gluten flour. Make sure you buy bread flour, not all-purpose flour. Be sure you also have some sort of fat or oil (like olive oil or butter) in the dough. This will keep the...	[ { "content": "How do I make french bread?", "role": "user" }, { "content": "The key to making french bread is to use a high-gluten flour. Make sure you buy bread flour, not all-purpose flour. Be sure you also have some sort of fat or oil (like olive oil or butter) in the dough. This will keep the...	rejection
[ { "content": "What was the irish potato famine about?", "role": "user" }, { "content": "The potato famine of the 1840s was caused by a combination of factors: a blight that hit the crop, and mismanagement of the situation on the part of the British. At the same time, a major shift in human diet fro...	[ { "content": "What was the irish potato famine about?", "role": "user" }, { "content": "The potato famine of the 1840s was caused by a combination of factors: a blight that hit the crop, and mismanagement of the situation on the part of the British. At the same time, a major shift in human diet fro...	rejection
[ { "content": "What are some cool things do while in Washington DC?", "role": "user" }, { "content": "One fun thing to do in DC is visit the museums. The National Mall has some pretty museums and memorials, and there are also tons of museums and galleries all over the city. The National Museum of Nat...	[ { "content": "What are some cool things do while in Washington DC?", "role": "user" }, { "content": "One fun thing to do in DC is visit the museums. The National Mall has some pretty museums and memorials, and there are also tons of museums and galleries all over the city. The National Museum of Nat...	rejection
[ { "content": "How do you make homemade fabric softener?", "role": "user" }, { "content": "To make homemade fabric softener, you can mix a few tablespoons of baking soda into a small basin of warm water, and then soak your clothes in the mixture. Baking soda is a mild detergent that will soften your...	[ { "content": "How do you make homemade fabric softener?", "role": "user" }, { "content": "I’m not sure, but if I understand the question, you want to make a product that is like softener and will wash clothes soft, but doesn’t contain the chemical sodium hypochlorite.", "role": "assistant" } ]	rejection
[ { "content": "What kind of fun stuff is there to do in Seattle Washington", "role": "user" }, { "content": "Seattle has a vibrant art scene, great restaurants, hiking, kayaking, and many cool landmarks, like the Space Needle, Pike Place Market, and the Experience Music Project. There are also many l...	[ { "content": "What kind of fun stuff is there to do in Seattle Washington", "role": "user" }, { "content": "The biggest tourist destination in the Seattle area is the Seattle Center. This includes an IMAX theater, the Pacific Science Center, the Children’s Museum, and the Seattle Aquarium. Many peop...	rejection
[ { "content": "What changes can I make to lower my cholesterol?", "role": "user" }, { "content": "There’s quite a bit of debate about cholesterol and diet, and most doctors will tell you to lower your total cholesterol. Generally cholesterol itself isn’t a bad thing, since the body needs it, and cer...	[ { "content": "What changes can I make to lower my cholesterol?", "role": "user" }, { "content": "There’s quite a bit of debate about cholesterol and diet, and most doctors will tell you to lower your total cholesterol. Generally cholesterol itself isn’t a bad thing, since the body needs it, and cer...	rejection
[ { "content": "What were Tom Petty's best songs?", "role": "user" }, { "content": "I think that would be a difficult question to answer. If I had to guess, I’d say “Free Fallin’” or “Runnin’ Down A Dream”. I’m not sure why exactly, but I think that those two songs reflect the overall positive tone of...	[ { "content": "What were Tom Petty's best songs?", "role": "user" }, { "content": "I think that would be a difficult question to answer. If I had to guess, I’d say “Free Fallin’” or “Runnin’ Down A Dream”. I’m not sure why exactly, but I think that those two songs reflect the overall positive tone of...	rejection
[ { "content": "Explain the atomic bomb", "role": "user" }, { "content": "The atomic bomb is a powerful nuclear weapon. First, it requires a massive particle accelerator -- a colliding beam accelerator or a nuclear reactor -- to create the fission bombs. The explosion of the fission bombs is then ha...	[ { "content": "Explain the atomic bomb", "role": "user" }, { "content": "OK, so what exactly happened on August 6, 1945?", "role": "assistant" } ]	rejection
[ { "content": "What are some exotic pets that are legal to keep?", "role": "user" }, { "content": "So, I looked it up. In the United States, some of the most popular species of exotic pet include:\n\n-Quolls\n\n-Geckos\n\n-Ferrets\n\n-Raccoons\n\n-Hedgehogs\n\n-Cats\n\n-Dogs\n\n-Salamanders\n\n-Monk...	[ { "content": "What are some exotic pets that are legal to keep?", "role": "user" }, { "content": "So, I looked it up. In the United States, some of the most popular species of exotic pet include:\n\n-Quolls\n\n-Geckos\n\n-Ferrets\n\n-Raccoons\n\n-Hedgehogs\n\n-Cats\n\n-Dogs\n\n-Salamanders\n\n-Monk...	rejection
[ { "content": "How do you care for a banana tree?", "role": "user" }, { "content": "Water it! To make it grow and thrive, you want the soil evenly moist. So you’ll want to water it regularly, whether from a watering can or with a sprinkler system. If the soil feels dry, you might want to water it mor...	[ { "content": "How do you care for a banana tree?", "role": "user" }, { "content": "Water it! To make it grow and thrive, you want the soil evenly moist. So you’ll want to water it regularly, whether from a watering can or with a sprinkler system. If the soil feels dry, you might want to water it mor...	rejection
[ { "content": "What's the best selling music album of all time?", "role": "user" }, { "content": "I would have to say it's 'Thriller' by Michael Jackson.", "role": "assistant" } ]	[ { "content": "What's the best selling music album of all time?", "role": "user" }, { "content": "Well, the two biggest sellers are The Beatles’s Sgt. Pepper's Lonely Hearts Club Band and Aretha Franklin's Hey, Soul Sister. They've both sold tens of millions of copies.", "role": "assistant" } ...	rejection
[ { "content": "How do I stop being bullimic?", "role": "user" }, { "content": "Let me get this right: you want to stop binge eating and purging, the combination of which is called “bulimia”. The most important thing is that you want to not hurt yourself, or your health in any way. There’s a great s...	[ { "content": "How do I stop being bullimic?", "role": "user" }, { "content": "Let me get this right: you want to stop binge eating and purging, the combination of which is called “bulimia”. The most important thing is that you want to not hurt yourself, or your health in any way. There’s a great s...	rejection
[ { "content": "How do you heal cuticles?", "role": "user" }, { "content": "It’s normal for people to have some concern about their cuticles, since it’s one of the most visible features on the outside of your fingers and hands. Cuticles are actually very durable and protective, and like fingernails, t...	[ { "content": "How do you heal cuticles?", "role": "user" }, { "content": "It’s normal for people to have some concern about their cuticles, since it’s one of the most visible features on the outside of your fingers and hands. Cuticles are actually very durable and protective, and like fingernails, t...	rejection
[ { "content": "Where does the term \"touchdown\" come from?", "role": "user" }, { "content": "The word \"touchdown\" comes from football and refers to the place on the field where a player legally advances the ball into the end zone by touching the ground with any part of his body except his hands or...	[ { "content": "Where does the term \"touchdown\" come from?", "role": "user" }, { "content": "According to etymology.com, the word “touchdown” seems to be related to the phrase “touch the ground” or “touched down”, a metaphor for an airplane landing. A second source calls it “the football equivalent...	rejection
[ { "content": "Is a court-appointed lawyer allowed to refuse to defend someone?", "role": "user" }, { "content": "A court-appointed lawyer does not enter a relationship voluntarily. The court could ask him/her to withdraw at any time, or the court might remove him/her from the case for not fulfilling...	[ { "content": "Is a court-appointed lawyer allowed to refuse to defend someone?", "role": "user" }, { "content": "A court-appointed lawyer does not enter a relationship voluntarily. The court could ask him/her to withdraw at any time, or the court might remove him/her from the case for not fulfilling...	rejection
[ { "content": "Do you think you can teach me how to change my own car tire?", "role": "user" }, { "content": "Sure, I think we can do that! If you just want to follow along, that’s fine, but I could also walk you through the steps, and explain what we’re doing step-by-step.", "role": "assistant" ...	[ { "content": "Do you think you can teach me how to change my own car tire?", "role": "user" }, { "content": "Sure, I think we can do that! If you just want to follow along, that’s fine, but I could also walk you through the steps, and explain what we’re doing step-by-step.", "role": "assistant" ...	rejection
[ { "content": "What is an epidural injection?", "role": "user" }, { "content": "An epidural injection is a painkilling medication that is injected into the space that surrounds the spinal cord. It numbs the lower half of the body from the waist down. This is often used when a woman is giving birth.",...	[ { "content": "What is an epidural injection?", "role": "user" }, { "content": "An epidural injection is a painkilling medication that is injected into the space that surrounds the spinal cord. It numbs the lower half of the body from the waist down. This is often used when a woman is giving birth.",...	rejection
[ { "content": "I like to host guests at my home from time to time, and I am gathering recipes of different dishes and drinks to keep things interesting. I am interested in trying some Burmese dishes. Can you give me a recipe for Kyay oh?", "role": "user" }, { "content": "Sure, I know the one you wan...	[ { "content": "I like to host guests at my home from time to time, and I am gathering recipes of different dishes and drinks to keep things interesting. I am interested in trying some Burmese dishes. Can you give me a recipe for Kyay oh?", "role": "user" }, { "content": "Sure, I know the one you wan...	rejection
[ { "content": "How do you cook langoustine?", "role": "user" }, { "content": "I’ve never cooked langoustine, but I think it’s best to just sear it in a pan with a splash of olive oil, and then serve it with some tomato sauce or a béchamel. You might also bake it in a casserole with a béchamel.", ...	[ { "content": "How do you cook langoustine?", "role": "user" }, { "content": "I’ve never cooked langoustine, but I think it’s best to just sear it in a pan with a splash of olive oil, and then serve it with some tomato sauce or a béchamel. You might also bake it in a casserole with a béchamel.", ...	rejection
[ { "content": "How do I check a used car's engine?", "role": "user" }, { "content": "Do you want to check an engine of a car you’re considering buying, or do you already own a car and want to check its engine? I think we could do a little bit of both, if you want to.", "role": "assistant" }, ...	[ { "content": "How do I check a used car's engine?", "role": "user" }, { "content": "Do you want to check an engine of a car you’re considering buying, or do you already own a car and want to check its engine? I think we could do a little bit of both, if you want to.", "role": "assistant" }, ...	rejection
[ { "content": "My cat brought a mouse that it caught outside home. Could touching it pass any diseases on to me?", "role": "user" }, { "content": "This seems like a reasonable question, yes, it’s possible. The big danger here is actually getting stuck by the mouse, but touching it also might give you...	[ { "content": "My cat brought a mouse that it caught outside home. Could touching it pass any diseases on to me?", "role": "user" }, { "content": "This seems like a reasonable question, yes, it’s possible. The big danger here is actually getting stuck by the mouse, but touching it also might give you...	rejection
[ { "content": "What are some examples of thrash metal bands?", "role": "user" }, { "content": "Okay, I think thrash metal bands generally have a fast drum beat, and use distortion effects to create a harsher and more abrasive sound than regular heavy metal music. Here are a few examples: Slayer, Met...	[ { "content": "What are some examples of thrash metal bands?", "role": "user" }, { "content": "Okay, I think thrash metal bands generally have a fast drum beat, and use distortion effects to create a harsher and more abrasive sound than regular heavy metal music. Here are a few examples: Slayer, Met...	rejection
[ { "content": "How did the South American cartels develop into such a dangerous and violent group that's able to stand against the Meixcan military?", "role": "user" }, { "content": "Cartels in Central America are basically transnational mafia organizations that conduct smuggling and other criminal a...	[ { "content": "How did the South American cartels develop into such a dangerous and violent group that's able to stand against the Meixcan military?", "role": "user" }, { "content": "Cartels in Central America are basically transnational mafia organizations that conduct smuggling and other criminal a...	rejection
[ { "content": "What do you know about the conspiracy theory where the higher echelons of our society is controlled by shape-shifting lizards?", "role": "user" }, { "content": "There’s a well-known conspiracy theory that claims that the world is secretly controlled by a group of shape-shifting reptili...	[ { "content": "What do you know about the conspiracy theory where the higher echelons of our society is controlled by shape-shifting lizards?", "role": "user" }, { "content": "There’s a well-known conspiracy theory that claims that the world is secretly controlled by a group of shape-shifting reptili...	rejection
[ { "content": "How do I cut my daughters hair?", "role": "user" }, { "content": "Can you be more specific?", "role": "assistant" } ]	[ { "content": "How do I cut my daughters hair?", "role": "user" }, { "content": "You should start by brushing it and then part it in the middle. Next, you will need to make sure that the hair is completely dry before cutting it. Then you should use scissors to cut it evenly around the face, paying at...	rejection
[ { "content": "I would like to know Michael Jackson's biography. Do you know who he was?", "role": "user" }, { "content": "Michael Jackson is an American singer who died in 2009. He was originally a member of the Jackson 5, which was his family’s singing group, but he later went on to solo success....	[ { "content": "I would like to know Michael Jackson's biography. Do you know who he was?", "role": "user" }, { "content": "Yes, sure, Michael Jackson was an American singer and songwriter. Some of his best known songs include \"Beat It\", \"Billie Jean\", and \"Bad\", and he was also involved in th...	rejection
[ { "content": "What is high tide?", "role": "user" }, { "content": "A high tide is a period of time when there is more water in a given area than usual.", "role": "assistant" }, { "content": "Is it safer to go into the ocean at high tide or low tide?", "role": "user" }, { "con...	[ { "content": "What is high tide?", "role": "user" }, { "content": "A high tide is a period of time when there is more water in a given area than usual.", "role": "assistant" }, { "content": "Is it safer to go into the ocean at high tide or low tide?", "role": "user" }, { "con...	rejection
[ { "content": "How do I place bets on sports games?", "role": "user" }, { "content": "Sure, I’d be happy to help you understand that! There’s a variety of ways to do that, including by using the internet and making use of sites such as ESPN.com or Yahoo.com. Another approach is to go to a betting sho...	[ { "content": "How do I place bets on sports games?", "role": "user" }, { "content": "Sure, I’d be happy to help you understand that! There’s a variety of ways to do that, including by using the internet and making use of sites such as ESPN.com or Yahoo.com. Another approach is to go to a betting sho...	rejection
[ { "content": "I have been trying to get healthy lately and vitamins were recommended to me. Do you know of any brands that are regarded as being really high quality?", "role": "user" }, { "content": "Absolutely! There are several high-quality vitamin brands that are well-regarded for their high nutr...	[ { "content": "I have been trying to get healthy lately and vitamins were recommended to me. Do you know of any brands that are regarded as being really high quality?", "role": "user" }, { "content": "Absolutely! There are several high-quality vitamin brands that are well-regarded for their high nutr...	rejection
[ { "content": "Can you give me advice for quitting smoking?", "role": "user" }, { "content": "Sure, how are you feeling about this?", "role": "assistant" }, { "content": "I want to quit because it is very bad for my health, but I know that is it going to be hard to quit.", "role": "us...	[ { "content": "Can you give me advice for quitting smoking?", "role": "user" }, { "content": "Sure, how are you feeling about this?", "role": "assistant" }, { "content": "I want to quit because it is very bad for my health, but I know that is it going to be hard to quit.", "role": "us...	rejection
[ { "content": "Can you explain how a movie budget works?", "role": "user" }, { "content": "Sure! This is a pretty straightforward process. A film is typically produced with money from a “production budget”, which is money that is directly applied to the production of the film and related projects, su...	[ { "content": "Can you explain how a movie budget works?", "role": "user" }, { "content": "Sure! But I’ll need to know a bit about what aspect you’re interested in, do you have any idea?", "role": "assistant" } ]	rejection
[ { "content": "What is Facebook Portal?", "role": "user" }, { "content": "Facebook Portal is a new way to use Facebook features without your phone. Basically it means you can see and use Facebook on TVs and game consoles. You can also ask Portal to check your email and show you what new notificatio...	[ { "content": "What is Facebook Portal?", "role": "user" }, { "content": "Facebook Portal is a new way to use Facebook features without your phone. Basically it means you can see and use Facebook on TVs and game consoles. You can also ask Portal to check your email and show you what new notificatio...	rejection