From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline
Paper • 2406.11939 • Published • 8
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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
uid: string
category: string
judge: string
model: string
baseline: string
games: list<item: struct<user_prompt: string, judgment: string, score: string>>
child 0, item: struct<user_prompt: string, judgment: string, score: string>
child 0, user_prompt: string
child 1, judgment: string
child 2, score: string
messages: null
ans_id: string
tstamp: double
to
{'uid': Value('string'), 'ans_id': Value('string'), 'model': Value('string'), 'messages': List({'content': Json(decode=True), 'role': Value('string')}), 'tstamp': Value('float64')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 299, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
uid: string
category: string
judge: string
model: string
baseline: string
games: list<item: struct<user_prompt: string, judgment: string, score: string>>
child 0, item: struct<user_prompt: string, judgment: string, score: string>
child 0, user_prompt: string
child 1, judgment: string
child 2, score: string
messages: null
ans_id: string
tstamp: double
to
{'uid': Value('string'), 'ans_id': Value('string'), 'model': Value('string'), 'messages': List({'content': Json(decode=True), 'role': Value('string')}), 'tstamp': Value('float64')}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1348, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1832, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
uid string | ans_id string | model string | messages list | tstamp float64 |
|---|---|---|---|---|
0122ab60646b4961bc39e9c03bdf6bcc | Qdi5abvesKJewQMTerAHRZ | athene-70b-0725 | [
{
"content": "Tell me how to implement a SCIM server in PHP using slim as a router",
"role": "user"
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"content": {
"answer": "Here's a comprehensive guide to implementing a SCIM (System for Cross-domain Identity Management) server in PHP using Slim as a router:\n\n**Overview**\n\n* **SCIM**... | 1,721,424,300.382661 |
01b5156495464638b98e1f8d9be12c23 | WpL5bPqpgGHP8xqSqHhned | athene-70b-0725 | [
{
"content": "my chat bot outputs \" ### Instruction: <all of its instructions>\" at the end of every response. this only seems to happen after it resizes its context memory. what's the likely cause of this bad output and how can i rectify it?",
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{
"content": {
"answer": "**An... | 1,721,424,171.527943 |
01b8360985c04fac9a6911cf3723ad7f | VMnJFLYUdhBG45ZSTKtmcY | athene-70b-0725 | [
{
"content": "How can I print to textbox in pyqt6?",
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"content": {
"answer": "Here's a concise and clear approach to print text to a `QTextEdit` (or `QPlainTextEdit`) in PyQt6:\n```python\nimport sys\nfrom PyQt6.QtWidgets import QApplication, QTextEdit\n\nclass TextLogger(QT... | 1,721,424,271.288602 |
01f0684ccac74fdea8f21080cb61d591 | 6Hj5Ns5M4Nkr7FshYP3chk | athene-70b-0725 | [
{
"content": "code a framework for a multiple traveling salesman optimization in python using DEAP",
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"content": {
"answer": "Here's a comprehensive framework for Multiple Traveling Salesmen Problem (MTSP) optimization using DEAP, a popular Python library for evolutionary co... | 1,721,424,303.126346 |
02b50e3f5bd94b70817a97dfb34f4e9d | fDPj5gLpoqFqB9wvnJYFQA | athene-70b-0725 | [
{
"content": "Write a python function to calculate the series of exponential function.",
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"content": {
"answer": "Here's a Python function to calculate the series of an exponential function, `e^x = 1 + x + x^2/2! + x^3/3! + ...`, up to a specified precision (number of terms)... | 1,721,424,195.210253 |
02e11c26f2a646579be708c789341086 | oQt5bpQodM4ELFXtbEXgG2 | athene-70b-0725 | [
{
"content": "Hi, I need to learn Rust. I'm an experienced C/C++/C#/Java/ObjC coder with familiarity in Python and JS. I have read the basics of Rust but want to get down to writing code. walk me through making a simple substring-match CLI app, like baby's first grep except only string literals for now.",
"... | 1,721,424,235.256878 |
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{
"content": "Find root cause for this error:\nsshd[54785]: error: kex_exchange_identification: Connection closed by remote host",
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"content": {
"answer": "**Root Cause Analysis:**\n\n`sshd[54785]: error: kex_exchange_identification: Connection closed by remote host` indicat... | 1,721,424,265.619086 |
03917c9052f0457c97e6114e810747a9 | XDjdTpZL6rBAFq6L6Kr5dx | athene-70b-0725 | [
{
"content": "generate sv constraints so that number of transitions from the previous output should be equal to 5 in a 32 bit number",
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"content": {
"answer": "Here's a concise Satisfiability Modulo Theories (SMT) constraint in SMT-LIB 2 format, ensuring exactly 5 transition... | 1,721,424,190.171176 |
0394b670ad2e4206954cc294898c4633 | i96m2fYNeHDUB4XBeuRL9S | athene-70b-0725 | [
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"content": "Write a simple Flask web server with HTTP basic authentication using python dict for login/password. Also add an index page.",
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"content": {
"answer": "Here's a concise example of a Flask web server with HTTP basic authentication using a Python dictionary for l... | 1,721,424,210.29424 |
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"content": "I have a dataset which contains a list of 2D images, given a new image, how to find the closest image in the dataset",
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"content": {
"answer": "**Finding the closest image in a dataset: A comprehensive approach**\n\n**1.** **Feature Extraction**:\n **a.** **C... | 1,721,424,176.243764 |
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"content": "Using Django , I have class Features(models.Model):\n user = models.ForeignKey(User, on_delete=models.CASCADE)\n created_at = models.DateTimeField(auto_now_add=True)\n updated_at = models.DateTimeField(auto_now=True)\n loadeddata = models.TextField()\nHow ' current user' automatically ... | 1,721,424,181.657505 |
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"content": "I am writing a Linux kernel module that attempts to store executable shell code in memory at the virtual address 0x100000 (and up) however it appears that this address is not mapped. How do I ensure that this memory region is mapped?",
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"content": {
"answer": "... | 1,721,424,217.345465 |
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"content": "I need to knw as much as possible of currents along the surface of a sphere, in physics, to implement hairy ball theorem comprehensively for the case of 1 vanishing vector filed point called hairy ball hole.",
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"content": {
"answer": "**Comprehensive Overview o... | 1,721,424,203.704257 |
089cea4c41974cfa9ba05694c87c5685 | VFebayuwDz9dBTkzWgVYdn | athene-70b-0725 | [
{
"content": "Write a program to record the daily transactions for my companies petty cash account with running total in visual basic",
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"content": {
"answer": "Here's a comprehensive example of a Visual Basic (VB.NET) program to record daily transactions for your company's ... | 1,721,424,233.89128 |
08d2f41143ff411c83c02a521eb01948 | WFW4H9A6S58d5FmGQk6W8h | athene-70b-0725 | [
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"content": "Write a Python function that takes user input as a string, as well as a mapping of variable names to values (both strings) passed as a dict. The function should search the user input string for each variable name specified, and replace them with the variable value. Variables in the input string mu... | 1,721,424,230.770817 |
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{
"content": "You are moderator on a discord guild\n- The subject of the discord guild you are moderating is TheCrew\n- You need to reply in the same language of the message you are replying to\n- You don't to reply anything except of the messages related to peoples lookings for crew\n- Any message you would ge... | 1,721,424,176.881862 |
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{
"content": "can we create dqa chatbot that will answer the questions from csv as well as pdf",
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"content": {
"answer": "**Yes, you can create a DQA (Document-Question Answering) chatbot that answers questions from both CSV and PDF files.** Here's a comprehensive approach ... | 1,721,424,244.941353 |
09a13c982d7742eaacf3a2806c00b6d8 | HJ8hLC2pZgY6HYnFE8WJKj | athene-70b-0725 | [
{
"content": "What are the solutions of 5 x^2 + 3 x^2 = 8? If x is the length of a line segment what is x?",
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"content": {
"answer": "Let's simplify the equation: $5x^2 + 3x^2 = 8 \\Rightarrow 8x^2 = 8 \\Rightarrow x^2 = 1.$\n\nThe solutions are $x = \\pm 1.$ Since $x$ repre... | 1,721,424,247.985816 |
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"content": "Write an SQL query to select the top 10 rows in a database and joins to 3 different table based on a field called code ",
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"content": {
"answer": "Here's a concise and efficient SQL query that achieves what you described:\n```sql\nSELECT *\nFROM (\n SELECT t1.... | 1,721,424,257.3084 |
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"content": "Write an OCaml example calling an opengl compute shader doing a dot product. Include the shader in the example",
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"content": {
"answer": "Here's a comprehensive OCaml example that:\n\n1. **Defines an OpenGL compute shader** performing a dot product.\n2. **Creat... | 1,721,424,236.477458 |
0a7d6580ed7143a9b7a6e3de3bd2f8b8 | FvJKegSh9JSWRvak84Xiok | athene-70b-0725 | [
{
"content": "When I buy groceries, I like to get an odd number of coins for change. For example, when I get 20 cents, I like 2 coins of 5 cents, and 1 coin of 10 cents. If I buy 3 pears at 25 cents each, and 1 lemon for 10 cents, and I pay with a 1 dollar bill, which coins will I get?",
"role": "user"
}... | 1,721,424,204.615262 |
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{
"content": "How can I create chat app using transformers.js with facebook/blenderbot-400m-distill javascript in pure vanilla javascript",
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"content": {
"answer": "Here's a comprehensive guide to building a chat app using `transformers.js` with the `facebook/blenderbot-400m... | 1,721,424,204.837272 |
0bd2cbc6f7894e6c83382e96be706083 | SE9bP3R9mjLFv8J7c29ibo | athene-70b-0725 | [
{
"content": "Given problem: Spill removal after chroma-key processing. The input is an image with an alpha channel. The transparency was achieved with simple binary chroma-keying, e.g. a pixel is either fully transparent or fully opaque. Now the input image contains spill from the chroma color. Describe an alg... | 1,721,424,222.656343 |
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{
"content": "Can you generate a flowchart for the following code : switch (currentState) {\n case IDLE:\n\n break;\n case START:\n\n break;\n\t \n case CHANGE_SPEED:\n\n break;\t \n\t \n case STOP:\n\n break;\n}",
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"content": {
"answ... | 1,721,424,159.695167 |
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{
"content": "I'm having trouble with css. I have two buttons in a parent container and I want one to be left aligned and the other right aligned but using flex for responsive reasons.",
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{
"content": {
"answer": "Here's a concise and effective approach using Flexbox:\n```css\... | 1,721,424,152.077406 |
0dea89391d074b73a19c8e48ece8640c | jphuBFMqru4ZHGUTqrbTVe | athene-70b-0725 | [
{
"content": "You are a facilitation expert. Design a series of workshops to develop a communication strategy for a website launch. ",
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"content": {
"answer": "**Workshop Series: Crafting a Compelling Communication Strategy for a Successful Website Launch**\n\n**Objective:**... | 1,721,424,286.377894 |
0df741e684e4408694745a377b3b8e9d | 9FyNBNMguEzbdznHuseKH3 | athene-70b-0725 | [
{
"content": "Craft me a deep learning curriculum",
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{
"content": {
"answer": "**Comprehensive Deep Learning Curriculum**\n\n**Phase 1: Foundations (4-6 weeks)**\n\n### **Mathematics and Programming Prerequisites**\n\n1. **Linear Algebra**:\n\t* Vector spaces, tensor operation... | 1,721,424,263.002659 |
0e07d745af7e4ec9a2769b77e7ae8ca7 | JabgLrXVAgVCcF9fyYyVDX | athene-70b-0725 | [
{
"content": "Write a summary of a demo that uses Snowflake's Snowpark Container Services to host a VectorDB used in Retrieval Augmented Generation (RAG).",
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{
"content": {
"answer": "**Demo Summary: Scalable Retrieval Augmented Generation (RAG) with Snowpark Container Service... | 1,721,424,248.453627 |
0f93ccc62b424af0915c5ce743a87c78 | 3793b24AFMxLPegeYnMM6s | athene-70b-0725 | [
{
"content": "I have a system76 Thelio linux computer. I would like to install a Nvidia GTX 3060 GPU. I have a 450W PSU. First, is the psu sufficient to power the gpu? Second, how do I install the gpu?",
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{
"content": {
"answer": "**PSU Sufficiency:**\nThe Nvidia GeForce GTX 3... | 1,721,424,215.468109 |
0fa52d2ea4f74c52912eb817d248778b | Bj5DJZtAZxaFnjHWJpbKrk | athene-70b-0725 | [
{
"content": "how can i fix this warning:Non-atomic operation on volatile field 'modCount' :\npackage org.example;\n\nimport java.util.Arrays;\nimport java.util.Iterator;\nimport java.util.NoSuchElementException;\nimport java.util.ConcurrentModificationException;\n\npublic class CircularArrayDeQueue<E> implemen... | 1,721,424,200.385349 |
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{
"content": "If a 7B parameter Transformer LLM at fp16 with batch size 1 and Sequence length is 500 tokens and bytes per token is 2 - needs 14GB VRAM, what would the VRAM requirement be if batch size is 50?\n\nThis is extremely important! Show your work. Let's work this out in a step by step way to be sure we ... | 1,721,424,216.576727 |
10accd8dff9a4ee2899288e2c08d8466 | ih6vLMYryvwGEm7ZBE77eo | athene-70b-0725 | [
{
"content": "i need 5 complete scripts using php , sql, css, login.php register.php , home.php profile.php games.php",
"role": "user"
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{
"content": {
"answer": "Here's a comprehensive example of a simple user authentication system with the requested pages, incorporating PHP, SQL, and CSS. ... | 1,721,424,325.703676 |
11c4fbf7af4d4eaea9059284265003d4 | RMi85RtdLzfcgkG6Hd33xh | athene-70b-0725 | [
{
"content": "I want to make a badminton restring tracker in Django. I need to record customers, restrings and payments. Design me the models.py",
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{
"content": {
"answer": "Here's a well-structured `models.py` design for your badminton restring tracker in Django:\n```python\n... | 1,721,424,199.957092 |
121b8f3937b44171a0e47633bf58a9da | mpKxWnVBch6eo5vLoQzYVA | athene-70b-0725 | [
{
"content": "show me a way to randomly develop cities for an rpg using a d4, a d6 and a d8.",
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"content": {
"answer": "Here's a concise, three-step method to randomly generate cities for your RPG using a d4, d6, and d8:\n\n**Step 1: City Type (d4)**\nRoll a d4 to determine ... | 1,721,424,272.046911 |
14f36f0c38d74548a9aee2f30c8bfdfa | f4RtWqDH75jFWKak988MNR | athene-70b-0725 | [
{
"content": "I need to access the last manytomany filed id in odoo",
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{
"content": {
"answer": "In Odoo, to access the last ID added to a `Many2many` field, you can leverage the `create_uid` and `create_date` fields, which are automatically maintained by Odoo for auditing pu... | 1,721,424,233.008068 |
15ab9064200f4b1793569a4d191251f7 | YMskXBzNLUj4kkzYFBaWEL | athene-70b-0725 | [
{
"content": "As a experienced data scientist, you have been asked to work on pricing project . Main objective to identify profit parabola and build a model to predict effect of pricing on sales. ",
"role": "user"
},
{
"content": {
"answer": "**Comprehensive Approach to Identifying the Profit... | 1,721,424,258.66868 |
15ad9bcf7527456098cbd1fa5734a312 | kP5gbP6KZb6VFn8VykYuXX | athene-70b-0725 | [
{
"content": " Can you market size revenue that can earned by UK Management Consultancy by advising and implementing FinTech solutions to Capital Markets clients ",
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},
{
"content": {
"answer": "**Estimating Market Size Revenue for UK Management Consultancy in FinTech Solutions f... | 1,721,424,212.616895 |
15d6036ce51546d8bdffc0b3770c5170 | W7oWae9Wnfe4dpXsMGskJy | athene-70b-0725 | [
{
"content": "example yaml schema for an mmo player account",
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{
"content": {
"answer": "Here's a comprehensive YAML schema example for an MMO player account:\n```yaml\nPlayerAccount:\n type: object\n required:\n - id\n - username\n - email\n - createdAt\n prope... | 1,721,424,281.832702 |
15f390071b5846bf9efa59780468c253 | hzyjWWR4f7FbwBPh5bsEUx | athene-70b-0725 | [
{
"content": "Provide python code to calculate pie infinitely ",
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},
{
"content": {
"answer": "**Calculating Pi Infinitely (Approximation) in Python**\n\nHere's an efficient approach using the Bailey-Borwein-Plouffe (BBP) formula, which converges rapidly and allows for precise co... | 1,721,424,170.540591 |
166a57d64e2444758369f81d66d83ff8 | mcYr5ocBPiPenT3Vf668TF | athene-70b-0725 | [
{
"content": "write a program in rust that reads urls from a file and separetes youtube urls from other urls and download the youtube urls using yt-dlp",
"role": "user"
},
{
"content": {
"answer": "Here's a Rust program that does what you described:\n```rust\nuse std::{\n fs::File,\n io:... | 1,721,424,291.451005 |
170563a95e6347299e9c5a2c8029dc75 | 3qANmpVvMf4Ee4MsAiQDVb | athene-70b-0725 | [
{
"content": "What is the best way for a young person to solve rubik's cube. Explain with step-by-step example",
"role": "user"
},
{
"content": {
"answer": "**The Best Way for a Young Person to Solve Rubik's Cube: A Friendly, Step-by-Step Guide**\n\n**Method:** **F2L (First Two Layers)**, a po... | 1,721,424,264.865619 |
1751457d0f1944408c83d9c6677b3c08 | SmwEeMrwV5jchMkkPBPNKw | athene-70b-0725 | [
{
"content": "Provide me with a breakfast recipe that is quick to make and is high in protien (at least 30 grams) and has a variety of ingredients",
"role": "user"
},
{
"content": {
"answer": "Here's a delicious and nutritious breakfast recipe that meets your requirements:\n\n**Protein-Packed ... | 1,721,424,206.383737 |
1827a0168c8d47379a86ed871d8c6ad9 | JUbPpWoQG8Ycm8jCY9JqVD | athene-70b-0725 | [
{
"content": "How do I calculate gibbs free energy of fibril formation from a solubility value?",
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},
{
"content": {
"answer": "Calculating the Gibbs free energy of fibril formation (ΔGₒ) from a solubility value requires a thermodynamic approach. Here's a step-by-step guide:\n\n*... | 1,721,424,247.693305 |
1878e158a9fa4c5e887e50431a7525fc | 4ntXGKomyJomxDPxTNGnEk | athene-70b-0725 | [
{
"content": "make a python script to sentiment analysis ",
"role": "user"
},
{
"content": {
"answer": "Here's a comprehensive Python script for sentiment analysis using the popular Natural Language Processing (NLP) library, **NLTK**, and **VaderSentiment**, a robust, rule-based sentiment anal... | 1,721,424,281.96827 |
188f0735e66a4af5a654ce3c6859f2a9 | GNEcUJ8CvinT6U7s3hYLNY | athene-70b-0725 | [
{
"content": "Conduct a debate on whether we need to use AI in our everyday lives in Europe, given the regulations that will make it much more restrictive than in the rest of the world. \nModel A should take a stance in favor, while model B should take a stance against. ",
"role": "user"
},
{
"conte... | 1,721,424,194.408337 |
19a33ec26311487b896fe17479caa9f6 | 2ibGYqquRZo7XgafRgYrSh | athene-70b-0725 | [
{
"content": "I have part of my html code here:\n<div class=\"container-fluid px-md-5\">\n <div class=\"row\">\n <div class=\"card\">\n <div class=\"card-body\">\n <h5 class=\"card-title\">Add last used RFID card as new user</h5>\n <p class=\"card-text\">Card: ... | 1,721,424,291.489589 |
19b6083e8b324d4690f9c6f60eb7ba14 | FVyQnbhzBJmU6pjbza2qbh | athene-70b-0725 | [
{
"content": "lets play a text rpg game about space exploration. You are a both storyteller and a dungeon master who weaves a story and keep score and generates challenges for me. I am the player who will give you responds depending on situations you will throw at me. Keep your responses in range of 30 to 50 to... | 1,721,424,257.679606 |
19ee332c6e8a4ede8a6cdcd5b629f74f | 7SF4wwfVZGsvWwQ4hqoX27 | athene-70b-0725 | [
{
"content": "using only tailwind and nextjs\nwrite a left side navbar that is replaced by a top hambuguer menu when on phone screens\nwhen you tap on the menu it opens the sidebar menu with a sliding animation from the left side on top of the content\nthe menu only appears on small width devices such as smarth... | 1,721,424,295.513993 |
1b0157a79499418ebe22a567f9059e7f | Abf6RyMMcpxeZLigMW67JN | athene-70b-0725 | [
{
"content": "Write a Python function that returns a list of email addresses from a string.",
"role": "user"
},
{
"content": {
"answer": "Here's a robust and efficient approach using regular expressions:\n```python\nimport re\n\ndef extract_emails(text: str) -> list[str]:\n \"\"\"\n Extr... | 1,721,424,221.513169 |
1b73387238e94e28a29c846bd9593a9d | 276wLZmQWq59kiuZi6UhLy | athene-70b-0725 | [
{
"content": "How can i run a gui application on linux when i do not have a screen. I need to test application but it would not start",
"role": "user"
},
{
"content": {
"answer": "**Headless GUI testing on Linux:**\n\nWhen you don't have a physical screen, you can use **virtual display** or **... | 1,721,424,170.513158 |
1bc737e71b3448cc9a5d7a4d0f1c4f77 | JjBrnctfBJeAGLPB8DRGS3 | athene-70b-0725 | [
{
"content": "In Swift, how can I write pattern-matching with conditionals?",
"role": "user"
},
{
"content": {
"answer": "In Swift, you can combine pattern matching with conditionals using a **guard clause** or **where clause** in a `switch` statement or a standalone **pattern matching stateme... | 1,721,424,262.768343 |
1cc39070f1c04c91b81e1cc97435b3dd | g33c5YCeowVhxZQFkbnZoH | athene-70b-0725 | [
{
"content": "java.util.concurrent.CancellationException: Task was cancelled.\n \tat X.0i9.A02(Unknown Source:32)\n \tat X.0i9.get(Unknown Source:47)\n \tat X.... | 1,721,424,217.29987 |
End of preview.
Arena-Hard-Auto
Repo for storing pre-generated model answers and judgment for
- Arena-Hard-v0.1
- Arena-Hard-v2.0-Preview
Repo -> https://github.com/lmarena/arena-hard-auto
Paper -> https://arxiv.org/abs/2406.11939
Citation
The code in this repository is developed from the papers below. Please cite it if you find the repository helpful.
@article{li2024crowdsourced,
title={From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline},
author={Li, Tianle and Chiang, Wei-Lin and Frick, Evan and Dunlap, Lisa and Wu, Tianhao and Zhu, Banghua and Gonzalez, Joseph E and Stoica, Ion},
journal={arXiv preprint arXiv:2406.11939},
year={2024}
}
@misc{arenahard2024,
title = {From Live Data to High-Quality Benchmarks: The Arena-Hard Pipeline},
url = {https://lmsys.org/blog/2024-04-19-arena-hard/},
author = {Tianle Li*, Wei-Lin Chiang*, Evan Frick, Lisa Dunlap, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica},
month = {April},
year = {2024}
}
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