From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline
Paper • 2406.11939 • Published • 8
question_id stringlengths 32 32 | category stringclasses 1
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328c149ed45a41c0b9d6f14659e63599 | arena-hard-v0.1 | ABC Sequence Puzzles & Groups | [
{
"content": "Use ABC notation to write a melody in the style of a folk tune."
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{
"content": "SOLVE THIS IN C++ : There are three cards with letters a\n, b\n, c\n placed in a row in some order. You can do the following operation at most once:\n\nPick two cards, and swap them.\nIs it possible that the row becomes abc\n after the operation? Output \"YES\" if it is possible, and \"NO\" otherw... |
1f07cf6d146d4038b2b93aaba3935ce0 | arena-hard-v0.1 | AI & Sequence Alignment Challenges | [
{
"content": "Explain the book the Alignment problem by Brian Christian. Provide a synopsis of themes and analysis. Recommend a bibliography of related reading. "
}
] |
9f25ff7c0d6a4d74846bfe76af8d925c | arena-hard-v0.1 | AI & Sequence Alignment Challenges | [
{
"content": "Design a semikinematic mounting for a right angle prism with preload provided by a compressed elastomeric pad. The mounting should be designed to ensure proper alignment of the prism with its mounting surface and provide adequate tension to maintain proper load transfer."
}
] |
04ba0aeb79524f6c8520d47cada34f25 | arena-hard-v0.1 | AI Image Upscaling | [
{
"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"
}
] |
93c9b4bb32f4422f954c7af9ea2bdfcd | arena-hard-v0.1 | AI Image Upscaling | [
{
"content": "I have black and white images with 1 pixel width white horizonal lines going through the image. How to detect the lines and remove it?"
}
] |
ed3077a3443a4cf88233f5bc636e7394 | arena-hard-v0.1 | AI Startup Business Strategies | [
{
"content": "if you were a corporate law with 15 years of mergers and acquisitions experience, how would you pivot to launch an AI enable tech startup step by step and in detail?\n"
}
] |
90b29911b57848ec89fc7d8c15f27c88 | arena-hard-v0.1 | AI Startup Business Strategies | [
{
"content": "Describe how to incorporate AI in the private equity deal sourcing process"
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] |
f54e99e9686549e7a096dd16dbab28e1 | arena-hard-v0.1 | AWS Cloud Services Essentials | [
{
"content": "how does memory affect performance of aws lambda written in nodejs"
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] |
7bcf40b22c164f36a85efcbf169da647 | arena-hard-v0.1 | AWS Cloud Services Essentials | [
{
"content": "I have a Python script that scrapes a webpage using Playwright. Now I want to start ten instances of that script in parallel on one AWS EC2 instance, but so that each script binds to a different IP address. How can I do that with Terraform?"
}
] |
847e0891929a4521aee127ee20b50e30 | arena-hard-v0.1 | Acrobat PDF Management Tips | [
{
"content": "How to add toolbar in a fragment?"
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b26d8c58eaa04b1f8e7e88da9ddd4ed9 | arena-hard-v0.1 | Acrobat PDF Management Tips | [
{
"content": "Hi. I have this URL which I can paste in my Microsoft Edge browser, and it downloads a PDF file for me from my Power BI online report. URL is: https://app.powerbi.com/groups/me/rdlreports/1bdef01c-30a3-4150-aff2-b3ec4c9edf86?rp:AdviceDeathScriptMERGEDMonthStartDate=6/1/2023&rp:AdviceDeathScriptMER... |
379a490a6eae40608abf3501807b2545 | arena-hard-v0.1 | Advanced Algebra and Number Theory | [
{
"content": " Consider the state:\n$$\\ket{\\psi} = \\frac{\\ket{00} + \\ket{01} + \\ket{10}}{\\sqrt{3}}$$\n\n(a). Calculate the reduced density matrix of the second qubit of $\\ket{\\psi}$."
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92abeb14dc734237a9ff52c4062b9b98 | arena-hard-v0.1 | Advanced Algebra and Number Theory | [
{
"content": "Proof that Q(sqrt(-11)) is a principal ideal domain"
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3f85bf93f18343dbb17e228a214a3800 | arena-hard-v0.1 | Advanced Guitar Chord Theory | [
{
"content": "Write me a chord progression in the key of C major. Make it sound sad and slow."
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] |
51c444da19ec4cf1a5fc387667e4a7cf | arena-hard-v0.1 | Advanced Guitar Chord Theory | [
{
"content": "Can you come up with a 12 bar chord progression in C that works in the lydian mode?\n"
}
] |
e9a2e1240f4a46b6a832bb5d71b20ee1 | arena-hard-v0.1 | Advanced Mathematical Problem-Solving | [
{
"content": "Alice and Bob have two dice. \n\nThey roll the dice together, note the sum of the two values shown, and repeat.\n\nFor Alice to win, two consecutive turns (meaning, two consecutive sums) need to result in 7. For Bob to win, he needs to see an eight followed by a seven. Who do we expect to win this... |
6b31320632de4e0bbf9b63d3cc78c58e | arena-hard-v0.1 | Advanced Mathematical Problem-Solving | [
{
"content": "A table-tennis championship for $2^n$ players is organized as a knock-out tournament with $n$ rounds, the last round being the final. Two players are chosen at random. Calculate the probability that they meet: (a) in the first round, (b) in the final, (c) in any round."
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46e73778f43143199f88b2e354df85eb | arena-hard-v0.1 | Advanced Matplotlib Customizations | [
{
"content": "How can I generate a seaborn barplot that includes the values of the bar heights and confidence intervals?"
}
] |
69120423cec04acca9f2b8d5f68b391c | arena-hard-v0.1 | Advanced Matplotlib Customizations | [
{
"content": "Can you give me some Seaborn code for plotting the ECDF of a KDE-augmented dataset?"
}
] |
ed426d6069064ad9bf21e83bcb29f356 | arena-hard-v0.1 | Advanced Random Number Techniques | [
{
"content": "Write a function to generate cryptographically secure random numbers. "
}
] |
9d7d8b61b76f4695a5590a9f6bfc0017 | arena-hard-v0.1 | Advanced Random Number Techniques | [
{
"content": "How to set seeds for random generator in Python in threads?"
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] |
2089a27fe9e2495d97a0cf27619d11a3 | arena-hard-v0.1 | Advanced Regex Techniques | [
{
"content": "Regex to delect all <g> elements containing a string `transform=\"matrix(0.998638,0,0,-0.998638,0.39215,439.799858)\"` please. there can be line breaks too."
}
] |
fae4f754f12f40db8178d3683eb1eddc | arena-hard-v0.1 | Advanced Regex Techniques | [
{
"content": "write pcre regex for not containing C:\\"
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] |
9db47b0594014729b777c10678597e7f | arena-hard-v0.1 | Advanced TypeScript Concepts | [
{
"content": "make me a javascript code to find an object by its name deep inside a given object, make sure that this code does not use recursion and can return the path used to reach the object"
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] |
31615ee9cc8448cd9d225bdb87a5ffdc | arena-hard-v0.1 | Advanced TypeScript Concepts | [
{
"content": "If I have a TypeScript class:\n\nclass Foo {\n ReactProperties: {\n a: string;\n }\n}\n\nHow do I extract the type of the ReactProperties member object from the type Class?"
}
] |
51139d7be0fe4a07bc2d577614ac4487 | arena-hard-v0.1 | Agile Scrum Leadership | [
{
"content": "Considering Tools For Thought and the organization of personal knowledge, please list some best practice frameworks that detail a system of procedures and best practice. Please make a comprehensive list of frameworks and summarize the top three in more detail. "
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] |
5c5cb72f4d7b43caa476359c57e898de | arena-hard-v0.1 | Agile Scrum Leadership | [
{
"content": "Introduce Ethan, including his experience-level with software development methodologies like waterfall and agile development. Describe the major differences between traditional waterfall and agile software developments. In his opinion, what are the most notable advantages and disadvantages of each... |
face6a5531854b188dfc266e289ee595 | arena-hard-v0.1 | Algorithms and Problem Solving | [
{
"content": "Problem\nA mother bought a set of \n�\nN toys for her \n2\n2 kids, Alice and Bob. She has already decided which toy goes to whom, however she has forgotten the monetary values of the toys. She only remembers that she ordered the toys in ascending order of their value. The prices are always non-neg... |
dbff049f35b142249c18d8faebe84039 | arena-hard-v0.1 | Algorithms and Problem Solving | [
{
"content": "Problem\nYou are hosting a chess tournament with \n2\n�\n2N people. Exactly \n�\nX of them are rated players, and the remaining \n2\n�\n−\n�\n2N−X are unrated players.\n\nYour job is to distribute the players into \n�\nN pairs, where every player plays against the person paired up with them.\n\nSi... |
60856d87b3484a4db45a67ac560a2b06 | arena-hard-v0.1 | Android Development Challenges | [
{
"content": "[CXX1429] error when building with ndkBuild using E:\\Dhruvin kheni\\Backup\\Backup\\Pancard_pe_loan\\Pancard_pe_loan\\app\\src\\main\\jni\\Android.mk: Android NDK: Your APP_BUILD_SCRIPT points to an unknown file: E:\\Dhruvin kheni\\Backup\\Backup\\Pancard_pe_loan\\Pancard_pe_loan\\app\\src\\main\... |
7cbfd2a54982478e8228877fd89b4600 | arena-hard-v0.1 | Android Development Challenges | [
{
"content": "User\nI am an Android developer. When running my ONNX runtime application, the CPU utilisation is ~40% . How can I increase the CPU usage for my app?"
}
] |
6a82bab747f644fb9c5d648114fb6597 | arena-hard-v0.1 | Approximate Vector Subset Selection | [
{
"content": "Provide 15 attack vectors in Manufacturing sector and methods to mitigate the identied risks "
}
] |
f7c6dcee42e646abac890e3bb540d403 | arena-hard-v0.1 | Approximate Vector Subset Selection | [
{
"content": "In what order should I learn Deep Learning from the foundations such as matrices and vectors all the way to transformers?"
}
] |
66de1a59fcb2421c978bd9bb4be8ea6c | arena-hard-v0.1 | Archive Formats and Encryption | [
{
"content": "Write a complete Python program to archive files in a specified folder into separate zip files on Linux."
}
] |
32e124cb2eae422ba5c33985b00cd8c0 | arena-hard-v0.1 | Archive Formats and Encryption | [
{
"content": "I have a backup of my Linux Mint system from last month in a set of .gz (zipped tar) files. What arguments can I use with tar to update any files that have changed, without re-archiving unchanged files?"
}
] |
a3dfabb011e245e190a0147fef6ff14b | arena-hard-v0.1 | Array Pair Sum Optimization | [
{
"content": "Given a binary array 'nums', you are required to find the maximum length of a contiguous subarray that contains an equal number of 0s and 1s.\n\nExplanation:\n\nA binary array is an array that contains only 0s and 1s.\nA subarray is any subset of the indices of the original array.\nA contiguous su... |
20c9d951035f4b778d201db3859786c9 | arena-hard-v0.1 | Array Pair Sum Optimization | [
{
"content": "Help me solve the following qn. Please provide a intuitive easy to understand step by step solution:\n\nGiven two sorted arrays nums1 and nums2 of size m and n respectively, return the median of the two sorted arrays.\n\n"
}
] |
65e7230293c14227b2bf7fc8113e8378 | arena-hard-v0.1 | Array Positioning & SAT Solving | [
{
"content": "In GAMS, assume I have s parameters which is indexed over two sets P1(A,B), and I have another one-to-one-mapping that maps exactly each element of B to each element of C. How can I create a new parameter P2(A,C) such that each value of P2 takes the mapped value from P1?"
}
] |
91e8fc5340fe4c21b697ec329bf62eb2 | arena-hard-v0.1 | Array Positioning & SAT Solving | [
{
"content": "I have a set of examples (that is assignments of $n$ variables $x_1 ... x_n$ that are labeled as solution (+) or non-solution (-). The goal is to find the minimum subset of variables in $x_1 ... x_n$ such that it is possible to split between (+) and (-) by seeing only theses variables."
}
] |
4587e8a3798646af8f351685e6949788 | arena-hard-v0.1 | Aspiring Data Scientist Guidance | [
{
"content": "You are a data scientist, output a Python script in OOP for a contextual multi armed bandit sampling from 3 models"
}
] |
2a6d0b92fbb5448bb2f7540db9645674 | arena-hard-v0.1 | Aspiring Data Scientist Guidance | [
{
"content": "What is the most successful go to market strategy for a managed services business?"
}
] |
70dccc6c737b47ff842cbb50ed6b249a | arena-hard-v0.1 | Audio Signal Direction Detection | [
{
"content": "Hello, what do you think of this arduino code in regards to understandability, optimization and size?\nAny suggestions for improvements?\n\nvoid cycleLEDs(int interval) {\n const int nOutPins = sizeof(outPins) / sizeof(outPins[0]);\n static unsigned long lastChange = 0;\n static int currIndex =... |
a3977c9da04d41a0bbdaea3cf66fd0a4 | arena-hard-v0.1 | Audio Signal Direction Detection | [
{
"content": "find the issue: #include \"mbed.h\"\n#include <exception>\n\nDigitalOut ledYellow(D2);\nDigitalOut ledAmber(D3);\nDigitalOut ledRed(D4);\n\nThread thread2;\nThread thread3;\n\nint counter = 0;\n\n// Subroutine for any LEDs\nvoid ledAny (DigitalOut *ledA){\n while(true){\n *ledA = 1;\n ... |
4a60873735a64c2c95c0ba24cb441aaa | arena-hard-v0.1 | Automated Testing & Tools | [
{
"content": "Is there an early stop out method (to control for multiple testing problem in hypothesis tests) for a dataset with initial probabilities of passing. For example, I have a set of financial market strategies with initial probability of skill using the probabilistic sharpe ratio. I want to test these... |
e7e76d4bcf0342308ca6153634000a4a | arena-hard-v0.1 | Automated Testing & Tools | [
{
"content": "Can you write a service catalogue for a Microsoft M365 consultancy focusing on Data, Data Management, Automation and A.I. The focus should be on audits, roadmaps, advice and cutting edge technologies within the M365 ecosystem but not be its only focus"
}
] |
fd64e8bac19e4e56b194599b3ba17ec1 | arena-hard-v0.1 | Baking and Peanut Butter Recipes | [
{
"content": "Give me a recipe for making 5L of strawberry and blackberry melomel. Use metric measurements."
}
] |
ec7f8d669ea8455a8e67fe860520352f | arena-hard-v0.1 | Baking and Peanut Butter Recipes | [
{
"content": "Consider the flavors of the ingredients. The ingredients are: tuna, salt, chocolate\nGenerate a contingency table for ingredient combinations. Each row represents an ingredient. Each column represents an ingredient. each cell has the flavor profile of the ingredient combination. "
}
] |
db60d25a509f454b878cc2c5371d5f6f | arena-hard-v0.1 | Basic Assembly Operations | [
{
"content": "i need to allocate some space on stack for my local variables (in x86-64 nasm assembly)"
}
] |
f0c7479e7bde4b9aa80dd79dad179755 | arena-hard-v0.1 | Basic Assembly Operations | [
{
"content": "Write a function in PPC64 to load the GOT and call a function in the GOT"
}
] |
d6410be3847048f188e27568e4e9f0d1 | arena-hard-v0.1 | Batch Size in Deep Learning | [
{
"content": "When training my neural network, I can get a loss below 4.5 at 10,000 iterations. The latest attempt includes trying batch sizes of 512, 1024, and 2048 while keeping the block size at a 4. All of this is done in the context of nanoGPT. It's worth noting that when I ran a batch size of 12 and a bl... |
3971e3d0eb194b8c9344030bebd0c6aa | arena-hard-v0.1 | Batch Size in Deep Learning | [
{
"content": "Here are the top issues reported for a Scheduling system. Can you categorize them and report on counts for the most common issues:\n\nTitle\tShortResolution\nPlanner-Loadboard Sync Issue.\tReplicated job fixed issue.\nLoadboard-Planner Task Sync Issue.\tForecast indicator removed by renaming.\nWe... |
4c2a6d7d4a4243e0ab0a633c348444e8 | arena-hard-v0.1 | Binance USDT Historical Data | [
{
"content": "write a python code to get daily stocks data from yfinance and plot"
}
] |
68ab3fd2a31c473b97c416ddb1ccffb4 | arena-hard-v0.1 | Binance USDT Historical Data | [
{
"content": "Using pandas-ta, I have forex data and an 'EMA50' column. I want to detect where the close price crosses over the 'EMA50' value."
}
] |
f4c8b624448a40dc82757a8801093c1b | arena-hard-v0.1 | Bob, Alice, Relationships & Interactions | [
{
"content": "Write a song about catfish in the style of Bob Dylan."
}
] |
bc75023ee4bc4b9b8e01865429907014 | arena-hard-v0.1 | Bob, Alice, Relationships & Interactions | [
{
"content": "Write a php project to open a MySQL database called Bob, and receive fields field1, field2 via http post and store in database"
}
] |
2c53e72874844987b48588106c705039 | arena-hard-v0.1 | Browser Extensions Development | [
{
"content": "Write a chrome plugin that saves the contents of the current page"
}
] |
bd49bd3cc95843f9addca45abe0b27a7 | arena-hard-v0.1 | Browser Extensions Development | [
{
"content": "I am migrating from MacOS Mojave running Safari 14 to a new Mac running Safari 17 under MacOS Sonoma. I want Safari on my new Mac to automatically open with all the tabs open on my old Mac. Note that Safari 14 does not support iCloud tabs, and that I do *not* want to have to manually open each tab... |
984787b1d5c64bb7b6dcd485ff8a70e6 | arena-hard-v0.1 | Bug-Related German Translation | [
{
"content": "A bug got into the computer case causing the software to bug out which was really starting to bug me but at least we discovered that no one had bugged the room. \nWhat does each instance of the word bug mean in the above sentence. "
}
] |
c63a6be043534eda89675bdc0310bc43 | arena-hard-v0.1 | Bug-Related German Translation | [
{
"content": "Find a fix for this bug : \n```This model maximum context length is 2048 tokens. However, your messages resulted in over 2364 tokens.```"
}
] |
a89e93c61470449389c17d1f0fcb8469 | arena-hard-v0.1 | Bulk Ticket Pricing Mathematics | [
{
"content": "I want you to act as an experienced software developer. I will provide information about a web app requirements. It will be your job to come up with a system connection architecture, a specific list of helper code libraries, a clear list of 5 sprint tickets from the project setup, and a detailed ... |
74c4255dd61d41d68ea69e4469a63fce | arena-hard-v0.1 | Bulk Ticket Pricing Mathematics | [
{
"content": "I need to connect a list of FBIDs found in support tickets (the dim_tier1_job_final table) to a list of page IDs found in a target list. Unfortunately, our support tickets typically don't include a page ID. How can I connect these two lists of data in Daiquery?"
}
] |
ab10af348f7f49e6813728282ade2ca9 | arena-hard-v0.1 | Business Operations Analysis | [
{
"content": "A company is having transhipment problems where they need to ship all the goods from the plants to all of the destinations at the minimum possible transportation cost.\n\n \n\nThe plantations, which are the origin of the network, have the following details:\n\nArea\tProduction \nDenver\t600\nAtlan... |
33166da9898f40b6aff3fa8d988dae7a | arena-hard-v0.1 | Business Operations Analysis | [
{
"content": "Joe the trainer has two solo workout plans that he offers his clients: Plan A and Plan B. Each client does either one or the other (not both). On Monday there were 9 clients who did Plan A and 7 who did Plan B. On Tuesday there were 3 clients who did Plan A and 5 who did Plan B. Joe trained his Mo... |
2b9b644162d741b3a0f27c5d91752dd4 | arena-hard-v0.1 | C++ Code Conversion Challenge | [
{
"content": "Write functionality to print the rxdataF variable in c:\nru->common.rxdataF = (int32_t**)malloc16(ru->nb_rx*sizeof(int32_t*) );\nru->common.rxdataF[i] = (int32_t*)malloc16_clear(sizeof(int32_t)*(NUMBER_RX_BUFFERS*fp->symbols_per_slot*fp->ofdm_symbol_size) ); "
}
] |
6462f12cc6c64d66aa2dcae61d6ec7c2 | arena-hard-v0.1 | C++ Code Conversion Challenge | [
{
"content": "Please rewrite the following pseudo C code as an equivalent code that is easier to read (assume that every variable works, even if it's not defined):\n\n```\nhandleCmdLineArgs(char *param_1)\n{\n uint uVar2;\n uint uVar3;\n int iVar4;\n char *pcVar5;\n char cVar1;\n \n uVar3 = 0xffffffff;\n... |
7ea271ef49474854a73d16a627d3f0c9 | arena-hard-v0.1 | CAD Tax Invoice Analysis | [
{
"content": "show me the steps to build an invoice app using phython"
}
] |
5b2976a6c57f4bbca86176abb5993575 | arena-hard-v0.1 | CAD Tax Invoice Analysis | [
{
"content": "I am expensing airfare costs with my employer, and the reporting software asks me to specify the GST/HST portion of the expense. Reading the invoice for my flight from Toronto, through Montreal, to Las Vegas, I see a base fare (CAD) of 164.99, Total V.A.T/G.S.T/H.S.T. of $15, and Other Taxes of 13... |
b253dc64bdd74f5c84882ae51e009ca6 | arena-hard-v0.1 | CIO Biotech IT Strategy | [
{
"content": "Act as Chief Information Officer and write 3 S.M.A.R.T. goals on creating an IT Incident response plan with detailed table top exercises over the next 6 months. "
}
] |
26a29141be254ce0a7710e45face31f4 | arena-hard-v0.1 | CIO Biotech IT Strategy | [
{
"content": "You are Chief Information Officer and act like one. Write a weekly activity report in the form of titles and bullet statements. Summarize and include the following information: Key Updates from IT (strategic iniatives)\n\no\tSecurity/Communications with Madison Industries\no\tThe internal/external... |
3d3e0087ee5c4f6eb620799e2267cb7a | arena-hard-v0.1 | CSS Flexbox & Bootstrap Layouts | [
{
"content": "how can i use css flexbox to put an image on the same line as a paragraph and have the paragraph automatically format itself around the top and bottom of the picture"
}
] |
0d1aeaf2b7624246be2e899054622c87 | arena-hard-v0.1 | CSS Flexbox & Bootstrap Layouts | [
{
"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."
}
] |
ee9ae71956724d4591d4d9bc457d598d | arena-hard-v0.1 | CSV Data Manipulation in Pandas | [
{
"content": "%%writefile app.py\nimport streamlit as st\nimport pandas as pd\nimport io\nimport joblib\nimport base64\nimport matplotlib.pyplot as plt\nimport seaborn as sns\nimport datetime\nfrom sklearn import tree\nfrom sklearn.tree import _tree\nimport numpy as np\n\n# Function to upload and generate predi... |
c30665aaed7e481cb5f244c04058c34e | arena-hard-v0.1 | CSV Data Manipulation in Pandas | [
{
"content": "Devise a way to parse the dataframe in python using a bytestream without actually downloading the whole code "
}
] |
cd99a56b4d01417291e65ff5bbd531eb | arena-hard-v0.1 | Calculating Pi in Python | [
{
"content": "How to write a program in Python to calculate flight path "
}
] |
15f390071b5846bf9efa59780468c253 | arena-hard-v0.1 | Calculating Pi in Python | [
{
"content": "Provide python code to calculate pie infinitely "
}
] |
4daa77667fb943d78113ebcd73762c66 | arena-hard-v0.1 | Calculating Pi with Code | [
{
"content": "give me JavaScript code to calculate pi"
}
] |
ba51d695050d4c2fb9de4961b70eea97 | arena-hard-v0.1 | Calculating Pi with Code | [
{
"content": "Write a C# program that calculates the pi up to 5 decimals and then XOR's the result twice."
}
] |
639d4faf0b7348a5bf3ee4be37199218 | arena-hard-v0.1 | Calculation Styles Exploration | [
{
"content": "how can I index large codebase so I can traverse on output variable to get all the intermediate variables used to calculate that specific output variable"
}
] |
be6f4edf7f7041e4b5d5b65934856ae6 | arena-hard-v0.1 | Calculation Styles Exploration | [
{
"content": "What is a good way to calculate the nucleation rate for a cosmological phase transition?"
}
] |
c542b6d5782b45efb294e945117387fc | arena-hard-v0.1 | Calculator Usage Steps | [
{
"content": "write me a python script that will make a DVD screen saver logo bounce around and every time it touches the corner of the screen it will tally a point and display the points on screen"
}
] |
1b73387238e94e28a29c846bd9593a9d | arena-hard-v0.1 | Calculator Usage Steps | [
{
"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"
}
] |
ccda5d99a99f4720bfb28e9882b67775 | arena-hard-v0.1 | Character Indexing and Counting | [
{
"content": "what database schema can be used for store social graph links"
}
] |
f6bf04c1e96c4726a4d32e839e2a0719 | arena-hard-v0.1 | Character Indexing and Counting | [
{
"content": "I have a scale of 1 to 7. 1 being the best and 7 the worst. How do I create an index between 0 an 1 where 1 is the best. Can you write a python function that takes in the number and returns the index?"
}
] |
946c6e48081e4be695cd876172ce4219 | arena-hard-v0.1 | Chatbot Development & Integration | [
{
"content": "write python code for fastchat to listen on a port and answer a typed question as well as follow up questions"
}
] |
5aa9896e5bbe4ef0a158fbc803d4f37e | arena-hard-v0.1 | Chatbot Development & Integration | [
{
"content": "please write me a python matrix bot that can respond to mentions"
}
] |
0b70bc948cda4825b0a18438020fe1db | arena-hard-v0.1 | Chatbot Development and Customization | [
{
"content": "How can I create chat app using transformers.js with facebook/blenderbot-400m-distill javascript in pure vanilla javascript"
}
] |
548610d9ad9f477faf5a6d6028525c8a | arena-hard-v0.1 | Chatbot Development and Customization | [
{
"content": "how can I run an ai chatbot model using python on very low resource systems, show me some code"
}
] |
1ea6c1c2bc984f11b63201fbc63c85bb | arena-hard-v0.1 | Chess Strategy and Gameplay | [
{
"content": "I'm making a chess mistake explanation teaching software tool, is it corrrect and useful to say all chess mistakes are either allowing something or missing something? How can this be used as a algorithm base structure?"
}
] |
5601c90549f04bb09adbce4a2df4a062 | arena-hard-v0.1 | Chess Strategy and Gameplay | [
{
"content": "I am a Ptyhon programmer. I would like you to give me the code for a chess program. I only need to be able to play against myself."
}
] |
4ef42cc8be63492eae57dfae54949cbe | arena-hard-v0.1 | Circular Motion and Revolutions | [
{
"content": "I want to create a slider for a website. unlike the traditional linear slider, the user increases or decreases the radius of a circle. there will be concentric circle markers to let the user know how big the circle they have selected is"
}
] |
40b8576cb60b42619b0c5530c20ea457 | arena-hard-v0.1 | Circular Motion and Revolutions | [
{
"content": "Write a python class \"Circle\" that inherits from class \"Shape\""
}
] |
52b9f9d3ee4b4731bb0e82233fb7a68b | arena-hard-v0.1 | Climate Change Skepticism | [
{
"content": "how would you solve the climate change problem. Provide a detailed strategy for the next 20 years"
}
] |
8630c94637ac4d9fa5b2c1e734473c7b | arena-hard-v0.1 | Climate Change Skepticism | [
{
"content": "Help me draft a research introduction of this topic \"Data-Driven Insights into the Impact of Climate and Soil Conditions on Durian Floral Induction\""
}
] |
0c74645c3386490e9d26bb12ab068826 | arena-hard-v0.1 | Code Deobfuscation Techniques | [
{
"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}"
}
] |
3801e82e67a34ee3aaab0227342bcc2b | arena-hard-v0.1 | Code Deobfuscation Techniques | [
{
"content": "obfuscate this funtion for me:\n\nfunction minion\n{ \n $ooo = '16:3'\n $hr = $null\n while ($hr -lt $ooo +\"\"+ $ran) {\n $wsh = New-Object -ComObject WScript.shell\n $wsh.sendkeys('+{F15}')\n $hr = (Get-Date).ToString('HH:mm') \n $ran = (Get-Random -Mi... |
fd86dff7ac084b99889d294e135f82a4 | arena-hard-v0.1 | Computers and Comparative Truths | [
{
"content": "Generate codes of a script that sync all types of content of two separate shared folders on two network computers on a domain "
}
] |
dd61037efa054b6fb3e2beed72a472aa | arena-hard-v0.1 | Computers and Comparative Truths | [
{
"content": "Your goal is to come up with a plan to synthesize HCl! What are the steps?"
}
] |
2c41e83c1cc743e3ab6966940c1aafe7 | arena-hard-v0.1 | Computing Standard Deviation | [
{
"content": "I've trained a predictor using GluonTS on multiple related datasets. I've got a list of forecasts and timeseries that i created like this:\n forecast_it, ts_it = make_evaluation_predictions(\n dataset=test_ds, # test dataset\n predictor=predictor, # predictor\n num_sample... |
f881bfef29af4f138672d9ef8656c334 | arena-hard-v0.1 | Computing Standard Deviation | [
{
"content": "Suppose we have a job monitoring software and we want to implement a module that sends email alerts if a job takes too long to executie. The module should determine what is \"too long\" autonomously, based on the execution history.\n\nWe could calculate the arithmetic mean and standard deviation, ... |
End of preview. Expand in Data Studio
Arena-Hard-Auto
Arena-Hard-Auto-v0.1 (See Paper) is an automatic evaluation tool for instruction-tuned LLMs. It contains 500 challenging user queries sourced from Chatbot Arena. We prompt GPT-4-Turbo as judge to compare the models' responses against a baseline model (default: GPT-4-0314). Notably, Arena-Hard-Auto has the highest correlation and separability to Chatbot Arena among popular open-ended LLM benchmarks (See Paper). If you are curious to see how well your model might perform on Chatbot Arena, we recommend trying Arena-Hard-Auto.
Please checkout our GitHub repo on how to evaluate models using Arena-Hard-Auto and more information about the benchmark.
If you find this dataset useful, feel free to cite us!
@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}
}
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