mradermacher/SDRM-Qwen3-4B-GGUF
4B • Updated • 255
Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
ArXiv:
License:
domain stringclasses 3
values | language stringclasses 15
values | context listlengths 1 57 | response1 stringlengths 0 14.1k | response2 stringlengths 0 13.5k | overall_preference int64 -3 3 | individual_preference listlengths 1 3 |
|---|---|---|---|---|---|---|
code | python | [
{
"role": "user",
"content": "lets do python coding"
},
{
"role": "assistant",
"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 ret... | Yes, you are correct. The correct comparison operator should be `<` instead of `<=`. Here's the corrected code:
```python
def find_possible_x(n, a, b, complexities):
count = 0
for x in range(1, n+1):
a_count = sum(1 for c in complexities if c > x)
b_count = sum(1 for c in complexities if c < x)... | Sure! Here's the updated line of code with `<` instead of `<=`:
```python
tasks_B = [task for task in tasks if task < x]
```
This change means that tasks with a complexity equal to `x` will no longer be assigned to programmer B. | -2 | [
{
"score": -2,
"reasoning": "@Response 1 is better than @Response 2 because @Response 1 provides a full code example, integrating the required change directly into the main function, making it immediately usable for the user. @Response 2, while technically correct, only addresses part of the problem by show... |
code | python | [
{
"role": "user",
"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 actu... | Y, I understand how Midjourney works based on the information you've provided. Here's a summary to confirm my understanding:
Midjourney is an AI-powered image generation tool that uses a Latent Diffusion Model (LDM) to create images based on textual prompts and parameters. It offers different model versions, with the ... | READ | -3 | [
{
"score": -3,
"reasoning": "@Response 1 is much better than @Response 2 because @Response 1 provides a complete and thorough explanation of the Midjourney tool and its models, answering the prompt effectively. In contrast, @Response 2 fails to engage with the prompt and offers no useful information. This m... |
code | javascript_html_css | [
{
"role": "user",
"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. Alte... | I'm glad to hear that you understand the importance of adhering to Facebook's content policy and terms of service. As a responsible developer, it's crucial to respect the privacy and data ownership of all users.
If you have any further questions or need assistance with using the Facebook API to create a comprehensive... | I understand, and I apologize if my response came across as overly cautious. I wanted to ensure that the information provided was clear and accurate, especially regarding Facebook's policies and terms of service.
In that case, you can certainly explore the Facebook Developer Community and other resources to learn more... | 1 | [
{
"score": 1,
"reasoning": "@Response 2 is slightly better than @Response 1 because it expresses an understanding of the user's sarcasm and apologizes for any misunderstanding, which reflects sensitivity to the interaction. It also offers valuable resources to support it. In contrast, @Response 1 lacks sarc... |
code | go | [
{
"role": "user",
"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."
}
] | To achieve this in Go, you can use the `github.com/go-redis/redis/v8` package to interact with Redis. You'll need to use a combination of `GET`, `SET`, and `WATCH` commands to ensure that the object is only stored if the version is newer than the one already in Redis.
Here's a sample code snippet to demonstrate this:... | To achieve this, you can use the `HSETNX` command in Redis, which sets the value of a hash field only if the field does not exist. In this case, we'll use a hash to store the object's value and version. We'll first check if the version in Redis is older than the given version, and if so, update the value. Here's the Go... | -1 | [
{
"score": -1,
"reasoning": "@Response 1 is slightly better than @Response 2.\nIt uses robust transactions with WATCH for concurrency, aligns with best practices, and includes detailed error handling, unlike @Response 2, which uses depreciated commands.",
"feedback1": "The response is mostly helpful. It... |
code | python | [
{
"role": "user",
"content": "generate apache airflow configuration code for supporting azure active directory sso tokens"
},
{
"role": "assistant",
"content": "To support Azure Active Directory Single Sign-On (SSO) tokens in Apache Airflow, you'll need to configure the `webserver` section of yo... | ```python
from flask import Flask
from flask_dance.contrib.azure import make_azure_blueprint, azure
from flask_sqlalchemy import SQLAlchemy
app = Flask(__name__)
app.secret_key = "supersekrit"
app.config['SQLALCHEMY_DATABASE_URI'] = 'sqlite:///users.db'
db = SQLAlchemy(app)
# User model
class User(db.Model):
id =... | To add database migration support using Flask-Migrate, you'll need to install the library and configure it in your Flask application. Here's an updated example with the User class and database migration code:
1. Install the required libraries:
```
pip install Flask-Migrate
```
1. Update your Flask application to inclu... | -1 | [
{
"score": -1,
"reasoning": "@Response 1 is slightly better than @Response 2. Both responses provide a good answer to the users request, but @Response 1 has slightly better formatting and code comments which make it a little better.",
"feedback1": "The response is mostly helpful. The code provided is mo... |
code | python | [
{
"role": "user",
"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 re... | You're on the right track! Here's a Python function that implements the described workflow, focusing on speed and security:
```python
import os
import hashlib
import requests
from typing import Dict, List
def check_file_exists(file_url: str, file_name: str, hash_file_path: str) -> bool:
"""
Checks if a DXF fi... | Sure, I can help you with that. Here's a Python function that meets your requirements:
```python
import hashlib
import requests
from urllib.parse import urlparse
def upload_dxf_if_not_exists(s3_url, onedrive_api_url, onedrive_folder_id, hash_file_path):
# Step a: Get the file from S3 bucket
s3_parsed_url = ur... | 2 | [
{
"score": 2,
"reasoning": "@Response 2 is better than @Response 1. @Response 2 follows a workflow to accomplish the task with good code practice and effective use of APIs. @Response 1 is missing some APIs. Both need to use the 'xxhash' library instead of the 'hashlib' library.",
"feedback1": "The respo... |
code | javascript_html_css | [
{
"role": "user",
"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 col... | Creating unit tests for this code would involve testing the individual functions and their expected outputs. Here's an example of how you could write unit tests using Jest, a popular JavaScript testing framework:
1. Install Jest and Babel for transpiling:
```bash
npm install --save-dev jest babel-jest @babel/core @bab... | ```javascript
const { CATEGORIES_EN_US, PRODUCTS_EN_US } = require('./constants/collections');
const { getCollection } = require('./utils/firestore');
const { Parser } = require('json2csv');
const { mapChildCategoryIdsToNames } = require('./utils/map-child-category-ids');
const { assignVtexCategoryId } = require('./uti... | -2 | [
{
"score": -2,
"reasoning": "@Response 1 is better than @Response 2. Because it provides a clear, accurate, and complete solution to the prompt, with well-structured code and detailed explanations that ensure the user can easily understand and implement the task.",
"feedback1": "The response is perfectl... |
code | c | [
{
"role": "user",
"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 &&... | Sure, I can help you improve the user interface and make the messages more informative. Here's the updated code:
```c
#include <stdio.h>
#include <string.h>
#define MAXN 100
void removed(char list[MAXN][21], int *pn)
{
search(list, pn);
printf("Enter the number of the student to remove: ");
int del, i;
... | To make the code more maintainable and reusable as a package, we can encapsulate the functionality into a header file and a source file. Here's how you can structure it:
`removal.h`:
```c
#ifndef REMOVAL_H
#define REMOVAL_H
#include <stddef.h>
#define MAXN 100
void removed(char list[MAXN][21], int *pn);
#endif // ... | -3 | [
{
"score": -3,
"reasoning": "@Response 1 is much better than @Response 2. The first response directly addresses the prompt by refining the user messages for clarity and accuracy, providing a complete and functional code snippet that adheres to the requested changes.",
"feedback1": "The response is perfe... |
code | python | [
{
"role": "user",
"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 accur... | Sure, here is an example of how you can implement a bi-directional long-short term memory (LSTM) neural network for forecasting using Keras, a popular deep learning library in Python.
First, you need to install the necessary libraries:
```
pip install tensorflow keras pandas numpy sklearn
```
Here is the code for the ... | I'm glad to hear that you're working on a multivariate time series forecasting problem using a Bi-directional LSTM (BiLSTM) model. Here's a step-by-step guide to help you build your model. I'll use Keras, a popular deep learning library in Python, to implement the BiLSTM model.
Please note that the code provided is a ... | 2 | [
{
"score": 2,
"reasoning": "@Response 2 is better than @Response 1 because @Response 2 gives a clear step-by-step approach, while @Response 1 does not include important details, making it hard to understand and follow. ",
"feedback1": "The response is partially helpful. It outlines a general structure f... |
code | python | [
{
"role": "user",
"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": "assistant",
"content": "To create a `docker-compose.yml` file that sets up your .NET Core backend, Azure Storage Emulator (Azurite), ... | To build and run a .NET Core 6.0 solution file for the backend, you can follow these steps:
1. Make sure you have the .NET Core 6.0 SDK installed on your machine. You can download it from the official Microsoft website: <https://dotnet.microsoft.com/download/dotnet/6.0>
2. Open a terminal or command prompt and navigat... | To add a Redis service to your `docker-compose.yml` file, you can include the following configuration:
```yaml
redis:
image: "redis:alpine"
ports:
- "6379:6379"
```
This will create a Redis service using the official Redis image based on Alpine Linux. It will expose port 6379, which is the default Re... | -3 | [
{
"score": -3,
"reasoning": "@Response 1 is much better than @Response 2. This is because @Response 1 actually demonstrates how to set up a solution file for the backend of .NET Core 6.0 with the Dockerfile. @Response 2, on the other hand, returns irrelevant information about setting up a Redis database/con... |
code | c# | [
{
"role": "user",
"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, ... | While it's technically possible to use reflection to call a protected method from a static method in a different class, it's generally not recommended. Reflection can make your code more complex, harder to read and maintain, and can also introduce security risks.
That being said, if you still want to use reflection to... | Yes, you can use reflection to call a protected method from a different class. Reflection is a powerful feature of .NET that allows you to inspect and manipulate the metadata of types and members at runtime.
Here's an example of how you could use reflection to call the `LoadFile` method from the `AssetService` class:
... | -1 | [
{
"score": -2,
"reasoning": "@Response 1 is better than @Response 2 due to its accurate reflection implementation and clear safety warnings. While both are well-formatted, @Response 1 avoids critical errors present in @Response 2, making it more reliable and helpful for users seeking guidance on using refle... |
code | sql | [
{
"role": "user",
"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?"
}
] | Yes, it's possible to create a trigger in PostgreSQL that logs any changes made to a table with a JSONB field. Here's a step-by-step guide to help you set up a logging table and a trigger function:
1. Create a logging table:
First, create a logging table that will store the changes made to your original table. Here's... | Yes, it is possible to create a database trigger in PostgreSQL that logs any changes made to a table, including changes to a JSONB field. To achieve this, you can create a trigger function that captures the changes and inserts them into a logging table.
Here's a step-by-step guide to set this up:
### Step 1: Create ... | 1 | [
{
"score": 1,
"reasoning": "@Response 2 is slightly better than @Response 1. Both responses could be improved by fixing errors in the code, but @Response 2 gives the user directions for usage which, although lengthy and repetitive, the user may find helpful.",
"feedback1": "The response is partially hel... |
code | javascript_html_css | [
{
"role": "user",
"content": "how can I transform the getPosition method of antv/g's group in zrender?"
},
{
"role": "assistant",
"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`, ... | To transform the `intersects` method of antv/g to zrender, you can use the `contain` method of a zrender `Displayable` object (which includes `Group` and `Shape`). The `contain` method checks whether a given point is inside the object.
Here's an example of how you could transform the `intersects` method:
```javascrip... | To transform the `intersects` method of antv/g to zrender, you can use the `intersects` method of a zrender `Displayable` object (which includes `Group` and `Shape`).
Here's an example of how you could transform the `intersects` method:
```javascript
// antv/g's group intersects method
group.intersects = function(oth... | -1 | [
{
"score": -1,
"reasoning": "@Response 1 is slightly better than @Response 2. Because @Response 1 clearly explains the transformations and detailed code example. @Response 2 lacks sufficient details. ",
"feedback1": "The response is mostly helpful. It is aligned with the prompt requirements. But it can ... |
code | javascript_html_css | [
{
"role": "user",
"content": "Write a JavaScript program that reads a string of text from the keyboard and performs some very basic encryption on this string. First, the order of the words in the string should be reversed. Second, the order of the letters within each word should be reversed. Finally, the fi... | ```csharp
using System;
using System.Windows.Forms;
namespace EncryptStringApp
{
public partial class Form1 : Form
{
public Form1()
{
InitializeComponent();
}
private void buttonEncrypt_Click(object sender, EventArgs e)
{
string inputString = tex... | Sure, here's a C# program that uses a Windows Forms application with a textbox for input and a label for output:
1. Create a new Windows Forms Application project in Visual Studio.
2. Add a TextBox, a Button, and a Label to the form.
3. Double-click the Button to generate a click event handler.
4. Replace the generate... | -2 | [
{
"score": -3,
"reasoning": "@Response 1 is much better than @Response 2 because it adheres more closely to the prompt requirements for the encryption logic. While @Response 2 introduces a cleaner structure for the Windows Forms application, it fails to correctly implement the encryption process and deviate... |
code | sql | [
{
"role": "user",
"content": "Big Query table schema for farm \n+----------------------------+\n| column_names |column_types|\n+---------------+------------+\n| city_id | number |\n+---------------+------------+\n| official_name | text |\n+---------------+------------+\n| status | ... | To list the total number of horses on farms in ascending order, you can use the following SQL query:
```sql
SELECT SUM(total_horses) AS total_horses_on_farms
FROM farm
GROUP BY farm_id
ORDER BY total_horses_on_farms ASC;
```
This query will group the data by farm_id, calculate the sum of total_horses for each farm, a... | SELECT farm_id, total_horses
FROM `your_table_name`
WHERE total_horses IS NOT NULL
ORDER BY total_horses ASC;
(Replace `your_table_name` with the actual name of your BigQuery table.)
This SQL query selects the farm_id and total_horses columns from the table, filters out any rows where total_horses is null, and sorts ... | 2 | [
{
"score": 2,
"reasoning": "@Response 2 is better than @Response 1.\n@Response 2 better follows the prompt by filtering and ordering the data as required. @Response 1 introduces unnecessary grouping, failing to align with the instructions, which reduces its accuracy and helpfulness.",
"feedback1": "The ... |
End of preview. Expand in Data Studio
Dedup-Filtered HelpSteer3
A cleaned version of nvidia/HelpSteer3
(preference config) with three modifications:
- Filter out
domain == "multilingual"andoverall_preference == 0(tie) rows. - Within-split dedup by content hash (
sha1(context, response1, response2)), keeping the first occurrence. Upstream HS3 has ~35% byte-identical duplicate rows after the filter step. - Cross-split dedup: drop validation rows whose content hash also appears in train. Upstream HS3 has ~918 of ~1,553 filtered-deduped val rows that are byte-identical to a train row, which would otherwise cause train/val leakage.
This dataset is used in:
Sizes
| Split | Rows |
|---|---|
| train | 19557 |
| validation | 635 |
Schema
train and validation both use the upstream HS3 preference schema
unchanged: domain, language, context, response1, response2,
overall_preference, individual_preference.
Dedup details
- Content hash:
sha1(json.dumps([context, response1, response2], sort_keys=True, ensure_ascii=False)). - Keep-first on first occurrence. Upstream HS3 has 13 groups where
(context, response1, response2)are identical butoverall_preference/individual_preferencediffer; for those groups, this dataset keeps the first occurrence's labels.
Train/val leak
The raw HS3 preference config has a substantial train/val content overlap:
after standard filters, 918 of 1,553 unique val pairs are also in train.
This dataset removes those from val, leaving 635 genuinely-unseen pairs.
License
Inherits upstream HelpSteer3's license. Please cite the original dataset:
@misc{wang2025helpsteer3,
title={HelpSteer 3},
author={Wang, Zhilin and others},
year={2025},
publisher={NVIDIA},
url={https://huggingface.co/datasets/nvidia/HelpSteer3}
}
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