HelpSteer3-Preference: Open Human-Annotated Preference Data across Diverse Tasks and Languages
Paper
• 2505.11475 • Published
• 4
domain stringclasses 4 values | language stringclasses 28 values | chosen listlengths 2 80 | rejected listlengths 2 80 |
|---|---|---|---|
code | python | [
{
"content": "lets do python coding",
"role": "user"
},
{
"content": " def greet(name):\n return f\"Hello, {name}!\"\n\nprint(greet(\"Alice\"))\n# Output: Hello, Alice!\n\ndef add(a, b):\n return a + b\n\nprint(add(3, 4))\n# Output: 7\n\ndef is_even(number):\n return number % 2 == 0\n\npr... | [
{
"content": "lets do python coding",
"role": "user"
},
{
"content": " def greet(name):\n return f\"Hello, {name}!\"\n\nprint(greet(\"Alice\"))\n# Output: Hello, Alice!\n\ndef add(a, b):\n return a + b\n\nprint(add(3, 4))\n# Output: 7\n\ndef is_even(number):\n return number % 2 == 0\n\npr... |
code | python | [
{
"content": "1.\nHello :) Today we are gonna create Images with a Diffusion model. I am gonna feed you some information about it. okey?\n2.\nThis is how Midjourney work:\nMidjourney is another AI-powered tool that generates images from user prompts. MidJourney is proficient at adapting actual art styles to cre... | [
{
"content": "1.\nHello :) Today we are gonna create Images with a Diffusion model. I am gonna feed you some information about it. okey?\n2.\nThis is how Midjourney work:\nMidjourney is another AI-powered tool that generates images from user prompts. MidJourney is proficient at adapting actual art styles to cre... |
code | javascript_html_css | [
{
"content": "Hello. I am a Facebook user with a Facebook account in good standing. My Facebook account contains a lot of personal data, stories, and photos. I've used Facebook's feature for downloading my Facebook account, but invariably (and disappointingly) it's not a complete clone. Alternatively, the Faceb... | [
{
"content": "Hello. I am a Facebook user with a Facebook account in good standing. My Facebook account contains a lot of personal data, stories, and photos. I've used Facebook's feature for downloading my Facebook account, but invariably (and disappointingly) it's not a complete clone. Alternatively, the Faceb... |
code | go | [
{
"content": "We have an object that has a value and a version. Write Golang code to store the the object in Redis, but only if the version is newer than the version already in Redis.",
"role": "user"
},
{
"content": " To achieve this in Go, you can use the `github.com/go-redis/redis/v8` package to ... | [
{
"content": "We have an object that has a value and a version. Write Golang code to store the the object in Redis, but only if the version is newer than the version already in Redis.",
"role": "user"
},
{
"content": "To achieve this, you can use the `HSETNX` command in Redis, which sets the value o... |
code | python | [
{
"content": "generate apache airflow configuration code for supporting azure active directory sso tokens",
"role": "user"
},
{
"content": "To support Azure Active Directory Single Sign-On (SSO) tokens in Apache Airflow, you'll need to configure the `webserver` section of your Airflow configuration ... | [
{
"content": "generate apache airflow configuration code for supporting azure active directory sso tokens",
"role": "user"
},
{
"content": "To support Azure Active Directory Single Sign-On (SSO) tokens in Apache Airflow, you'll need to configure the `webserver` section of your Airflow configuration ... |
code | python | [
{
"content": "I want you to act as a senior python software developer. I will provide some specific information about the requirements of a python function that is a part of a langer program. It will be your job to come up with the code for developing a secure script with python. My first request is the followi... | [
{
"content": "I want you to act as a senior python software developer. I will provide some specific information about the requirements of a python function that is a part of a langer program. It will be your job to come up with the code for developing a secure script with python. My first request is the followi... |
code | javascript_html_css | [
{
"content": "please explain the following code:\n\nimport { CATEGORIES_EN_US, PRODUCTS_EN_US } from 'App/constants/collections'\nimport { getCollection } from 'App/utils/firestore'\nimport { Parser } from 'json2csv';\n\n(async () => {\n const products = await getCollection({\n collection: PRODUCTS_EN... | [
{
"content": "please explain the following code:\n\nimport { CATEGORIES_EN_US, PRODUCTS_EN_US } from 'App/constants/collections'\nimport { getCollection } from 'App/utils/firestore'\nimport { Parser } from 'json2csv';\n\n(async () => {\n const products = await getCollection({\n collection: PRODUCTS_EN... |
code | c | [
{
"content": "refactor this c code snippet, don't use bool, and keep cls\n\nvoid removed(char list[MAXN][21], int *pn)\n{\n search(list, pn);\n printf(\"Which Name you want to removed?(input a number) : \");\n int del, i;\n scanf(\"%d\", &del);\n if (del >= 0 && del < *pn)\n ... | [
{
"content": "refactor this c code snippet, don't use bool, and keep cls\n\nvoid removed(char list[MAXN][21], int *pn)\n{\n search(list, pn);\n printf(\"Which Name you want to removed?(input a number) : \");\n int del, i;\n scanf(\"%d\", &del);\n if (del >= 0 && del < *pn)\n ... |
code | python | [
{
"content": "I have a multivariate timeseries dataset of 6 features and I want to write a deep learning mode based on the bi-directional long-short term memory neural network to forecast 3 of those features in the future. Show me the full code in python and tell me how to get the best accuracy",
"role": "u... | [
{
"content": "I have a multivariate timeseries dataset of 6 features and I want to write a deep learning mode based on the bi-directional long-short term memory neural network to forecast 3 of those features in the future. Show me the full code in python and tell me how to get the best accuracy",
"role": "u... |
code | python | [
{
"content": "i'd like to create a docker-compose file that sets up our net core backend with azurite emulator and a react frontend",
"role": "user"
},
{
"content": "To create a `docker-compose.yml` file that sets up your .NET Core backend, Azure Storage Emulator (Azurite), and a React frontend, you... | [
{
"content": "i'd like to create a docker-compose file that sets up our net core backend with azurite emulator and a react frontend",
"role": "user"
},
{
"content": "To create a `docker-compose.yml` file that sets up your .NET Core backend, Azure Storage Emulator (Azurite), and a React frontend, you... |
code | c# | [
{
"content": "can you explain to me what this code does? protected IEnumerator GetFile(string filename, Promise promise, DownloadHandler handler, Func processor)\n{\n\tstring webUrl = string.Format(\"{0}.{1}/{2}\", this.assetRoot_.TrimEnd(new char[]\n\t{\n\t\t'/'\n\t}), Application.version, filename);\n\tstring... | [
{
"content": "can you explain to me what this code does? protected IEnumerator GetFile(string filename, Promise promise, DownloadHandler handler, Func processor)\n{\n\tstring webUrl = string.Format(\"{0}.{1}/{2}\", this.assetRoot_.TrimEnd(new char[]\n\t{\n\t\t'/'\n\t}), Application.version, filename);\n\tstring... |
code | sql | [
{
"content": "in Postgres I have a table with 3 fields, one of them is of JSONB type, is it possible to make a database trigger that logs any change made? what is the best and humanly readable logging table we can build?",
"role": "user"
},
{
"content": " Yes, it is possible to create a database tri... | [
{
"content": "in Postgres I have a table with 3 fields, one of them is of JSONB type, is it possible to make a database trigger that logs any change made? what is the best and humanly readable logging table we can build?",
"role": "user"
},
{
"content": "Yes, it's possible to create a trigger in Pos... |
code | javascript_html_css | [
{
"content": "how can I transform the getPosition method of antv/g's group in zrender?",
"role": "user"
},
{
"content": "The `getPosition` method in `antv/g`'s group returns the x and y coordinates of the group's current position. To transform this method to use `zrender`, you can use the `position... | [
{
"content": "how can I transform the getPosition method of antv/g's group in zrender?",
"role": "user"
},
{
"content": "The `getPosition` method in `antv/g`'s group returns the x and y coordinates of the group's current position. To transform this method to use `zrender`, you can use the `position... |
End of preview. Expand
in Data Studio
@misc{wang2025helpsteer3preferenceopenhumanannotatedpreference,
title={HelpSteer3-Preference: Open Human-Annotated Preference Data across Diverse Tasks and Languages},
author={Zhilin Wang and Jiaqi Zeng and Olivier Delalleau and Hoo-Chang Shin and Felipe Soares and Alexander Bukharin and Ellie Evans and Yi Dong and Oleksii Kuchaiev},
year={2025},
eprint={2505.11475},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2505.11475},
}
@misc{wang2025helpsteer3humanannotatedfeedbackedit,
title={HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks},
author={Zhilin Wang and Jiaqi Zeng and Olivier Delalleau and Daniel Egert and Ellie Evans and Hoo-Chang Shin and Felipe Soares and Yi Dong and Oleksii Kuchaiev},
year={2025},
eprint={2503.04378},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2503.04378},
}
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Size of downloaded dataset files:
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