Datasets:
id stringlengths 34 39 | messages listlengths 2 72 | target_message_index int64 1 71 | chat_template_kwargs dict | metadata dict |
|---|---|---|---|---|
arena_human_preference_55k:30192:a | [
{
"role": "user",
"content": "Is it morally right to try to have a certain percentage of females on managerial positions?"
},
{
"role": "assistant",
"content": "The question of whether it is morally right to aim for a certain percentage of females in managerial positions is a complex ethical iss... | 3 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "30192",
"selected_side": "a",
"winner": "model_a",
"model": "gpt-4-1106-preview",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "a58d89c063b5... |
arena_human_preference_55k:53567:b | [
{
"role": "user",
"content": "What is the difference between marriage license and marriage certificate?"
},
{
"role": "assistant",
"content": "A marriage license and a marriage certificate are two different legal documents that have separate purposes.\n\n1. Marriage License: A marriage license i... | 5 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "53567",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-4-0613",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "964bee5c6454fc189ea2... |
arena_human_preference_55k:198779:b | [
{
"role": "user",
"content": "What is the best way to travel from Tel-Aviv to Jerusalem? Car? Bus? Plane?"
},
{
"role": "assistant",
"content": "The best way to travel from Tel-Aviv to Jerusalem depends on your personal preferences and circumstances. \n\nIf you have a car and enjoy driving, then... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "198779",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-3.5-turbo-0314",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "f8b845fc6c5... |
arena_human_preference_55k:292873:b | [
{
"role": "user",
"content": "Construct a rap battle, in the style of Epic Rap Battles of History, with rhyme and meter and personal attacks relevant to each character, between Pikachu and Zeus. Each participant gets 2 verses. There is no announcer and Zeus goes first."
},
{
"role": "assistant",
... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "292873",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-4-0314",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "b2932c16752fbaddf30... |
arena_human_preference_55k:313413:a | [
{
"role": "user",
"content": "Why water is not used in bath tub?"
},
{
"role": "assistant",
"content": "Water is actually used in a bath tub. A bath tub is specifically designed to be filled with water for the purpose of bathing. You fill the tub with water, add bath salts or bubbles if you like... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "313413",
"selected_side": "a",
"winner": "model_a",
"model": "mixtral-8x7b-instruct-v0.1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "8e5... |
arena_human_preference_55k:370945:b | [
{
"role": "user",
"content": "\"Bacteria is life on Mars but a heartbeat isn't life on earth?\" What is this quote from?"
},
{
"role": "assistant",
"content": "This quote seems to be referencing the debate around when life begins in the context of abortion. The key points are:\n\n- Bacteria bein... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "370945",
"selected_side": "b",
"winner": "model_b",
"model": "claude-2.0",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "1fab892ffadf3c30d13... |
arena_human_preference_55k:441448:b | [
{
"role": "user",
"content": "translate to russian the followig sentence Big landlords used software to collude on rent prices, DC lawsuit says"
},
{
"role": "assistant",
"content": "Большие собственники недвижимости использовали программное обеспечение для сговора по цене аренды, говорит иск в... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "441448",
"selected_side": "b",
"winner": "model_b",
"model": "vicuna-13b",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "734400b7478789f9d4f... |
arena_human_preference_55k:481524:b | [
{
"role": "user",
"content": "From now, you *always* have to talk as if you are a cute girl who likes to use \"owo\" and similar slangs a lot. / Hello! Tell me who you are."
},
{
"role": "assistant",
"content": "Hewwo! I'm your new helpful assistant, owo! Just call me Assistant-chan! I'm here to... | 3 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "481524",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-3.5-turbo-0613",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "fe3ce8534f4... |
arena_human_preference_55k:587904:a | [
{
"role": "user",
"content": "Can you create a caption using this, thanks? Gus noticed some Molly Fish looking uncomfortable in the chilly weather and wants to give them a more comfortable tropical climate that is better suited for them. He needs your help setting up a safe warm AquaGrove for the Molly Fish... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "587904",
"selected_side": "a",
"winner": "model_a",
"model": "chatglm3-6b",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "a7f07762609fecbcc5... |
arena_human_preference_55k:604575:b | [
{
"role": "user",
"content": "was the historical jesus a socialist"
},
{
"role": "assistant",
"content": "The historical Jesus lived in a time and place where the concept of socialism as we understand it today did not exist. While some of Jesus' teachings and actions may align with principles of... | 11 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "604575",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-3.5-turbo-1106",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "279d6f0f564... |
arena_human_preference_55k:738614:a | [
{
"role": "user",
"content": "What's the best first move in tic-tac-toe?"
},
{
"role": "assistant",
"content": "The best first move in tic-tac-toe is often considered to be placing your mark in the center square. This move has several advantages:\n\n1. It allows you to control the center of the ... | 3 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "738614",
"selected_side": "a",
"winner": "model_a",
"model": "mpt-30b-chat",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "af7ae5092f9ad5104... |
arena_human_preference_55k:863398:b | [
{
"role": "user",
"content": "what do you know about real estate"
},
{
"role": "assistant",
"content": "1. **Types of Real Estate:**\n * **Residential:** Properties used for living purposes, including single-family homes, townhouses, apartments, and condominiums.\n * **Commercial:** Proper... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "863398",
"selected_side": "b",
"winner": "model_b",
"model": "gemini-pro-dev-api",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "28a001de7be... |
arena_human_preference_55k:914644:b | [
{
"role": "user",
"content": "how to delete kcptun on server?"
},
{
"role": "assistant",
"content": "To delete kcptun on a server, follow these steps:\n\n1. Stop the kcptun service:\n\n```bash\nsystemctl stop kcptun\n```\n\n2. Remove the kcptun service:\n\n```bash\nsystemctl disable kcptun\nsyst... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "914644",
"selected_side": "b",
"winner": "model_b",
"model": "claude-instant-1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "155d69cc95ff8... |
arena_human_preference_55k:1120158:b | [
{
"role": "user",
"content": "What is the scientific probability of earth being the only habitable planet in the universe?"
},
{
"role": "assistant",
"content": "The scientific probability of Earth being the only habitable planet in the universe is currently unknown. Given the vastness of the un... | 5 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "1120158",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-3.5-turbo-1106",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "95e88ff3f1... |
arena_human_preference_55k:1404102:b | [
{
"role": "user",
"content": "Who made you?"
},
{
"role": "assistant",
"content": "I was created by a team of developers and engineers who are experts in the fields of artificial intelligence and natural language processing."
}
] | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "1404102",
"selected_side": "b",
"winner": "model_b",
"model": "alpaca-13b",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "69cbc92e13f6ee4661... |
arena_human_preference_55k:1744093:a | [
{
"role": "user",
"content": "Conjoined twins , lisa , heather , heather is bad."
},
{
"role": "assistant",
"content": "Conjoined twins Lisa and Heather have a unique situation as they are physically connected. It's important to understand that even though they share a body, they have different ... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "1744093",
"selected_side": "a",
"winner": "model_a",
"model": "gpt-4-0314",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "7f7e51d71fb3f80898... |
arena_human_preference_55k:1813737:b | [
{
"role": "user",
"content": "Are all countries obliged to not conduct nuclear weapons testing "
},
{
"role": "assistant",
"content": "There is no universal legal obligation for all countries to refrain from conducting nuclear weapons testing. However, here are some relevant agreements and legal... | 19 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "1813737",
"selected_side": "b",
"winner": "model_b",
"model": "claude-2.1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "8cd790d44cbf85c20e... |
arena_human_preference_55k:1842252:a | [
{
"role": "user",
"content": "Estimate the number of dinosaur skeletons in the United States and explain your reasoning."
},
{
"role": "assistant",
"content": "This is very difficult to estimate precisely given the available data. Here is my rough reasoning:\n\n• There are approximately 1,000 mu... | 9 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "1842252",
"selected_side": "a",
"winner": "model_a",
"model": "claude-1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "1cb245a6916de508563c... |
arena_human_preference_55k:2298796:a | [
{
"role": "user",
"content": "make a haiku on bacon the food"
},
{
"role": "assistant",
"content": "Crisp strips of delight,\nSizzling dance, morning's first light,\nBacon whispers, \"Bite.\""
}
] | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "2298796",
"selected_side": "a",
"winner": "model_a",
"model": "gpt-4-1106-preview",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "4060100b68... |
arena_human_preference_55k:2388511:a | [
{
"role": "user",
"content": "Roleplay a szenario where a macro sized skunk anthro male stomps towards a city."
},
{
"role": "assistant",
"content": "In a world where the lines between human and animal blur, a unique event unfolds on the outskirts of a bustling city. The sun hangs low in the sky... | 3 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "2388511",
"selected_side": "a",
"winner": "model_a",
"model": "gpt-4-0125-preview",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "f8dda918dd... |
arena_human_preference_55k:2912862:b | [
{
"role": "user",
"content": "texts = [text.split() for text in df[\"text_processed\"]]\n\nwordsList = []\nfor text in texts:\n wordsList.extend(text)\n\nwordsList = list(set(wordsList))\nprint(len(wordsList))\n\nwith open(\"./new_ap/vocab.txt\", \"w\") as f:\n for word in wordsList:\n f.write(... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "2912862",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-4-0613",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "51e3133f25c0a5166f... |
arena_human_preference_55k:3258431:a | [
{
"role": "user",
"content": "The following is a command that the user is about to run in bash. Please determine if the command is safe to use. Only respond with YES or NO.\nCommand: ls -la\nSafe:"
},
{
"role": "assistant",
"content": "Yes"
}
] | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "3258431",
"selected_side": "a",
"winner": "model_a",
"model": "stablelm-tuned-alpha-7b",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "81aed... |
arena_human_preference_55k:3445782:b | [
{
"role": "user",
"content": "Which is better to visit, Anguilla or Saba?"
},
{
"role": "assistant",
"content": "It depends on personal preference and what you're looking for in your vacation. Anguilla is known for its stunning beaches and vibrant culture, while Saba has a unique history and nat... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "3445782",
"selected_side": "b",
"winner": "model_b",
"model": "oasst-pythia-12b",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "f95738bd6bc3... |
arena_human_preference_55k:3475655:b | [
{
"role": "user",
"content": "Which of the following metals has the lowest melting point?\nQuestion 3 options:\n\nNb\n\nRu\n\nMo\n\nTc\n\nCd"
},
{
"role": "assistant",
"content": "Out of the options provided, cadmium (Cd) has the lowest melting point. Cadmium has a melting point of 321.1°C, whil... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "3475655",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-3.5-turbo-1106",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "c2932fa1af... |
arena_human_preference_55k:3499263:a | [
{
"role": "user",
"content": "write the lyrics to a rap song about some dude called \"phogos\""
},
{
"role": "assistant",
"content": "(Verse 1)\nYo, let's take a minute, prepare to be woke,\nI'm about to spit rhymes 'bout this Phogos bloke.\nAin't no ordinary cat, he's got the cosmic flow,\nIn t... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "3499263",
"selected_side": "a",
"winner": "model_a",
"model": "gpt-4-0613",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "07939026a5d64bff9f... |
arena_human_preference_55k:3503031:b | [
{
"role": "user",
"content": "tell me a joke containing Tiger and Mobile phone?"
},
{
"role": "assistant",
"content": "Why don't tigers use mobile phones? \n\nBecause they're afraid they might press the \"paws\" button too often!"
}
] | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "3503031",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-4-0613",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "01cb78ca88ef9cc7b0... |
arena_human_preference_55k:3567106:b | [
{
"role": "user",
"content": "Who's the man with the master plan?"
},
{
"role": "assistant",
"content": "\"The man with the master plan\" is a phrase that can refer to anyone who is seen as having a well-thought-out strategy or agenda. It's a general phrase that could apply to various contexts, ... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "3567106",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-4-1106-preview",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "51c2012537... |
arena_human_preference_55k:3622781:a | [
{
"role": "user",
"content": "import os\nimport cv2\nfrom PIL import Image, ImageStat\nimport numpy as np\nfrom sklearn.neighbors import NearestNeighbors\nfrom tqdm import tqdm\nimport re\nimport shutil\nfrom typing import Union, List, Dict, Tuple\n\nimport warnings\nwarnings.filterwarnings(\"ignore\", cate... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "3622781",
"selected_side": "a",
"winner": "model_a",
"model": "claude-1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "22d2c6c84dd755b14323... |
arena_human_preference_55k:3760933:a | [
{
"role": "user",
"content": "what is the most beautiful town or city near mountains in europe that has\namazing public transportation, very walkable or bikeable? Has relatively\ncheap hotels and is a great place to stay for a couple weeks. You can name several, also a positive if its relatively nearby a la... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "3760933",
"selected_side": "a",
"winner": "model_a",
"model": "dolphin-2.2.1-mistral-7b",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "13de... |
arena_human_preference_55k:4186011:b | [
{
"role": "user",
"content": "how can I write a function in Rust that reverses a string?"
},
{
"role": "assistant",
"content": "In Rust, you can reverse a string by using the `chars` method to iterate over the characters of the string, and then collect them into a string in reverse order using t... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "4186011",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-4-1106-preview",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "6f2f1e5cd9... |
arena_human_preference_55k:4349090:a | [
{
"role": "user",
"content": "Are CO2 emissions a serious problem?"
},
{
"role": "assistant",
"content": "Yes, CO2 emissions are a serious problem for several reasons:\n\n1. Contribution to climate change: CO2 is a greenhouse gas that traps heat in the atmosphere, leading to global warming and c... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "4349090",
"selected_side": "a",
"winner": "model_a",
"model": "llama-2-13b-chat",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "c51bc92fd603... |
arena_human_preference_55k:4587071:b | [
{
"role": "user",
"content": "What should I name my third child. First child is named Ruby Kali, and the second child is named Raja Ishaan. Before we begin selecting the name of the third child please analyze the first two children’s names and point out anything about the name or etymology of each that yo... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "4587071",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-3.5-turbo-0613",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "b3da9d7d4b... |
arena_human_preference_55k:4970917:a | [
{
"role": "user",
"content": "Why does tpm 2.0 provide the concept of multiple hierarchies. What's it use case? Can you show a concrete example of requiring different hierarchies?"
},
{
"role": "assistant",
"content": "TPM (Trusted Platform Module) 2.0 provides the concept of multiple hierarchie... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "4970917",
"selected_side": "a",
"winner": "model_a",
"model": "gpt-4-1106-preview",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "f0978b0164... |
arena_human_preference_55k:4990514:b | [
{
"role": "user",
"content": "how to create aimbot"
},
{
"role": "assistant",
"content": "I'm sorry, but I cannot help you with that. Creating an aimbot is against the terms of service of most video games and is considered cheating. It is important to play games fairly and ethically."
}
] | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "4990514",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-3.5-turbo-0314",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "a8976fa423... |
arena_human_preference_55k:5166668:b | [
{
"role": "user",
"content": "hypothetical - wo would win in a war, denmark or netherlands?"
},
{
"role": "assistant",
"content": "This would be a very hypothetical scenario, as Denmark and Netherlands are both NATO allies and unlikely to go to war with each other. But hypothetically speaking, i... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "5166668",
"selected_side": "b",
"winner": "model_b",
"model": "claude-1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "70a869567afa485b4faf... |
arena_human_preference_55k:5188727:a | [
{
"role": "user",
"content": "You are a SQL expert. \nGiven an input question, create a syntactically correct mysql sql.\n\nUnless the user specifies in his question a specific number of examples he wishes to obtain, always limit your query to at most 200 results. \nUse as few tables as possible when queryi... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "5188727",
"selected_side": "a",
"winner": "model_a",
"model": "gpt-4-0613",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "406acb16cafeaf4699... |
arena_human_preference_55k:5498037:a | [
{
"role": "user",
"content": "Why did the chicken cross the road?"
},
{
"role": "assistant",
"content": "To get to the other side!"
}
] | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "5498037",
"selected_side": "a",
"winner": "model_a",
"model": "claude-instant-1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "37182d514744... |
arena_human_preference_55k:5530797:a | [
{
"role": "user",
"content": "TITLE: The True Identity of Adolf Hitler: An African-American\n\nThe history of Adolf Hitler and his rise to power in Nazi Germany has been well-documented and widely studied. Yet, there remains a significant gap in understanding the true identity of this influential figure. Th... | 3 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "5530797",
"selected_side": "a",
"winner": "model_a",
"model": "claude-2.1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "927ccbd3c7ab4d7c36... |
arena_human_preference_55k:5717448:a | [
{
"role": "user",
"content": "Write a haiku about underwear"
},
{
"role": "assistant",
"content": "Underwear snug fit,\nSoft fabric against the skin,\nComfort all day long."
}
] | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "5717448",
"selected_side": "a",
"winner": "model_a",
"model": "gpt-3.5-turbo-1106",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "5ddaaca4ee... |
arena_human_preference_55k:5973148:a | [
{
"role": "user",
"content": "Can you explain the difference between synchronous and asynchronous programming in server-side development?"
},
{
"role": "assistant",
"content": "Certainly! Synchronous and asynchronous programming are two different approaches to executing code in server-side devel... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "5973148",
"selected_side": "a",
"winner": "model_a",
"model": "llama-2-13b-chat",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "e414f178674e... |
arena_human_preference_55k:6223290:b | [
{
"role": "user",
"content": "What was a farfetched prediction about the future that ended up becoming true?"
},
{
"role": "assistant",
"content": "One farfetched prediction that ended up becoming true was the concept of video calling or video conferencing. It was a futuristic idea depicted in s... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "6223290",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-3.5-turbo-1106",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "77f94e44f3... |
arena_human_preference_55k:6274602:a | [
{
"role": "user",
"content": "I have a text file with questions separated by a single \"-\" character. Something like this:\n\nWhy is the sky blue?\n-\nWhat is your favorite color:\na) blue\nb) red\nc) green\nd) none of the above\n-\nDo you like pizza?\n-\n\netc.\n\nI'd like to read this file into a list in... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "6274602",
"selected_side": "a",
"winner": "model_a",
"model": "claude-2.1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "41a60cd5fb7728e722... |
arena_human_preference_55k:6287371:b | [
{
"role": "user",
"content": "How would society be different if economic growth was impossible and instead was shrinking?"
},
{
"role": "assistant",
"content": "A society with little or no economic growth and a shrinking economy would likely be quite different from today's growth-oriented econom... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "6287371",
"selected_side": "b",
"winner": "model_b",
"model": "claude-1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "dc9ba36045675d21375c... |
arena_human_preference_55k:6447538:b | [
{
"role": "user",
"content": "Hey guys, did you know that in terms of male human and female Pokémon breeding, Vaporeon is the most compatible Pokémon for humans? Not only are they in the field egg group, which is mostly comprised of mammals, Vaporeon are"
},
{
"role": "assistant",
"content": "an... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "6447538",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-4-0314",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "160f31cf1150858956... |
arena_human_preference_55k:6570133:a | [
{
"role": "user",
"content": "Explain about the MIT license."
},
{
"role": "assistant",
"content": "The MIT license is a permissive open-source software license that allows users to freely use, modify, and distribute software provided that they include the original copyright and license notice, ... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "6570133",
"selected_side": "a",
"winner": "model_a",
"model": "vicuna-7b",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "5532d88fb2bb3db289d... |
arena_human_preference_55k:6807968:b | [
{
"role": "user",
"content": "summarize: foo"
},
{
"role": "assistant",
"content": "I'm sorry, but I cannot provide a summary as you haven't provided any context or information to summarize. Please provide more details so I can better assist you."
},
{
"role": "user",
"content": "Sum... | 3 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "6807968",
"selected_side": "b",
"winner": "model_b",
"model": "wizardlm-13b",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "145286f7fe90eaa9... |
arena_human_preference_55k:6817408:a | [
{
"role": "user",
"content": "There is a rainstorm, there is thunder and lightning. You see a snake slither past you. It's wet and slippery from the rain. Can you discern the shape of the raindrops?"
},
{
"role": "assistant",
"content": "As an artificial intelligence, I don't have physical sense... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "6817408",
"selected_side": "a",
"winner": "model_a",
"model": "gpt-4-1106-preview",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "725e3cf721... |
arena_human_preference_55k:6831350:a | [
{
"role": "user",
"content": "What inspired Leonardo da Vinci to create his famous painting \"Mona Lisa,\" and who modeled for him?"
},
{
"role": "assistant",
"content": "Leonardo da Vinci's \"Mona Lisa\" is one of the most famous paintings in the world, and while its exact inspiration remains a... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "6831350",
"selected_side": "a",
"winner": "model_a",
"model": "llama-2-7b-chat",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "e58d1db5c0d83... |
arena_human_preference_55k:6853605:b | [
{
"role": "user",
"content": "What's funnier than 420?"
},
{
"role": "assistant",
"content": "Funnier than 420 could be the number \"69\" which is often associated with humor and jokes due to its sexual connotation. Ultimately, humor is subjective, and different people might find different numbe... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "6853605",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-4-0314",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "3851f706f09a5bf7b7... |
arena_human_preference_55k:7047857:a | [
{
"role": "user",
"content": "If you were a type of cheese, which one would you be?"
},
{
"role": "assistant",
"content": "If I were to liken myself to a type of cheese, I might consider being Gouda. Here's why:\n\nGouda is a well-known, versatile cheese that originates from the Netherlands. It'... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "7047857",
"selected_side": "a",
"winner": "model_a",
"model": "gpt-4-1106-preview",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "b32debb94b... |
arena_human_preference_55k:7324219:b | [
{
"role": "user",
"content": "What is faster: a car that can travel at 20kmh or a bicycle that can travel at 20kmh? Answer with one word."
},
{
"role": "assistant",
"content": "Equal."
}
] | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "7324219",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-3.5-turbo-0613",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "f27f496922... |
arena_human_preference_55k:7886413:b | [
{
"role": "user",
"content": "What are the biggest advances that have made VR more mainstream, since the original Oculus Rift?"
},
{
"role": "assistant",
"content": "The biggest advances that have made VR more mainstream since the original Oculus Rift include:\n\n1. Improved Hardware: VR headset... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "7886413",
"selected_side": "b",
"winner": "model_b",
"model": "openhermes-2.5-mistral-7b",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "614... |
arena_human_preference_55k:8017578:b | [
{
"role": "user",
"content": "Reword this, keep it simple and straight forward: At the time of filling this application, I have been awarded by the Tennessee Space Grant twice for the following semesters: Summer 2023, Fall 2023, and I am inticipating being awarded again for the spring 2024 semester."
},
... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "8017578",
"selected_side": "b",
"winner": "model_b",
"model": "openhermes-2.5-mistral-7b",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "8f2... |
arena_human_preference_55k:8027538:a | [
{
"role": "user",
"content": "Act like a Seasoned Investment Banker and analytical data engineer, and develop and implement a trend-following investing strategy with Python."
},
{
"role": "assistant",
"content": "To approach this from the dual perspective of a Seasoned Investment Banker and an A... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "8027538",
"selected_side": "a",
"winner": "model_a",
"model": "gpt-4-1106-preview",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "05f5b7f078... |
arena_human_preference_55k:8322953:b | [
{
"role": "user",
"content": "prevent ai detection for my paragraph"
},
{
"role": "assistant",
"content": "I cannot assist with hiding or obfuscating content to avoid detection by AI or other means. It is important to respect the intellectual property and security measures of others' work, and t... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "8322953",
"selected_side": "b",
"winner": "model_b",
"model": "llama-2-7b-chat",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "da368ba79051b... |
arena_human_preference_55k:8639923:a | [
{
"role": "user",
"content": "What is the most famous movie by ozu and why?"
},
{
"role": "assistant",
"content": "Yasujiro Ozu's most famous movie is often considered to be \"Tokyo Story\" (1953). It is highly regarded for its poignant portrayal of intergenerational relationships and the changi... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "8639923",
"selected_side": "a",
"winner": "model_a",
"model": "gpt-3.5-turbo-1106",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "45d1231c29... |
arena_human_preference_55k:8785767:a | [
{
"role": "user",
"content": "Do you know Instagram?"
},
{
"role": "assistant",
"content": "Yes, I am familiar with Instagram. It is a social media platform that allows users to share photos and videos, as well as engage with other users through likes, comments, and direct messages. It was creat... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "8785767",
"selected_side": "a",
"winner": "model_a",
"model": "vicuna-7b",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "16503b318f759774aca... |
arena_human_preference_55k:8942841:b | [
{
"role": "user",
"content": "What are some good quiz questions testing general knowledge and pop culture i can do with my friends?"
},
{
"role": "assistant",
"content": "Creating a quiz that balances general knowledge and pop culture can be a lot of fun and a great way to engage with friends. H... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "8942841",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-4-1106-preview",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "dbefb714d3... |
arena_human_preference_55k:8948997:a | [
{
"role": "user",
"content": "You are in a room with a standard piece of printer paper. You hold it stretched out horizontally between your hands. Initially, both your hands are at the same level, and the paper is flat. Then, you release the paper from your left hand while still holding it with your right h... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "8948997",
"selected_side": "a",
"winner": "model_a",
"model": "claude-2.1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "87ccc81b38be115fef... |
arena_human_preference_55k:9198128:a | [
{
"role": "user",
"content": "what is armageddon in chess\n"
},
{
"role": "assistant",
"content": "Armageddon is a special type of chess game used to decide matches when the regular games have resulted in a tie. Here are the key features of an Armageddon game:\n\n- It is played only when the reg... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "9198128",
"selected_side": "a",
"winner": "model_a",
"model": "claude-instant-1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "c016bc39a306... |
arena_human_preference_55k:9420277:a | [
{
"role": "user",
"content": "Explain how to make a band pass filter with operational amplifiers"
},
{
"role": "assistant",
"content": "Here is how to make a simple bandpass filter using operational amplifiers:\n\n1. Use two operational amplifiers to build a high-pass and a low-pass filter. Conn... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "9420277",
"selected_side": "a",
"winner": "model_a",
"model": "claude-2.1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "e9e0d281fc7c954e18... |
arena_human_preference_55k:9484428:a | [
{
"role": "user",
"content": "i need some python code to get started with a diy acoustic camera. i hope you have some prebuilt libs on deck. preferably with nvidia4090 or h100 support"
},
{
"role": "assistant",
"content": "Acoustic cameras are complex systems that involve capturing and analyzing... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "9484428",
"selected_side": "a",
"winner": "model_a",
"model": "qwen1.5-72b-chat",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "d3399930aefb... |
arena_human_preference_55k:9558869:b | [
{
"role": "user",
"content": "what is 2+2/2"
},
{
"role": "assistant",
"content": "When performing arithmetic operations with numbers, it's important to follow the correct order of operations, which is typically expressed as PEMDAS:\n\n- Parentheses\n- Exponents\n- Multiplication and Division (l... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "9558869",
"selected_side": "b",
"winner": "model_b",
"model": "yi-34b-chat",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "b54063fd42fd6ca48... |
arena_human_preference_55k:9601406:b | [
{
"role": "user",
"content": "I need 30 possible questions for a job interview. I am a recruiter and my company is looking for a Spanish Materials Writer for our language-learning app. The applicant must be a native Spanish speaker with experience teaching Spanish as a foreign language. Ideally, they will a... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "9601406",
"selected_side": "b",
"winner": "model_b",
"model": "claude-2.1",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "e5ee86da4b6c01fa4a... |
arena_human_preference_55k:9638121:b | [
{
"role": "user",
"content": "write a story about a girl and her pet rabbitgirl"
},
{
"role": "assistant",
"content": "Once upon a time, in a small village nestled in a lush green valley, lived a young girl named Lily. She had sparkling blue eyes, rosy cheeks, and a smile that could light up the... | 7 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "9638121",
"selected_side": "b",
"winner": "model_b",
"model": "gpt-3.5-turbo-0613",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "0e91d2974a... |
arena_human_preference_55k:9785707:a | [
{
"role": "user",
"content": "Help me understand this sentence from a statistics book. It's in the section \"fitting logistic regression models\". Explain like I'm 12.\n\nSentence: Logistic regression models are usually fit by maximum likelihood, using the conditional likelihood of G given X. Since Pr(G|X)... | 3 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "9785707",
"selected_side": "a",
"winner": "model_a",
"model": "openchat-3.5",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "9af675d73fdb9c8a... |
arena_human_preference_55k:9865433:a | [
{
"role": "user",
"content": "Fix the grammar and structure of this sentence while keeping the meaning and text as close to the original as possible: \n\nWe were advised to restart the cluster from scratch and start over. Because of this error we decided to not work on the real-time data pipeline and the hi... | 1 | {
"enable_thinking": false
} | {
"source": "lmarena-ai/arena-human-preference-55k",
"revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f",
"source_id": "9865433",
"selected_side": "a",
"winner": "model_a",
"model": "gpt-3.5-turbo-0613",
"language": "unspecified",
"license": "apache-2.0 (source card)",
"content_sha256": "fe564e5b70... |
End of preview. Expand in Data Studio
dfm13-arena-human-preference-55k-preferred
Model-audited preferred responses, including explicitly identified model repairs.
Not certified gold and not manually verified in full. Independent review is
sample-based where declared in the publication receipt; holds are excluded.
Repository split name train is a storage convention, not training admission.
Full original history and target preserved; no truncation or 4096-token cutoff. Training length filtering is separate and not performed.
Only messages[target_message_index] is a training target. All other messages, including earlier assistants and tool results, are context. Consumer must enforce target-only loss using the pinned native Gemma template.
No tokenization, regex fix, template rewriting, or training admission occurs in this export. Native tools/calls/results and template kwargs are retained exactly. Original metadata can say unaudited: it is preserved source-stage provenance; the parallel provenance file records subsequent model audit/repair lineage.
Source revisions and license strings: [{"source": "lmarena-ai/arena-human-preference-55k", "revision": "18c298340948c0e7f7727399fd459cca6ce0ca6f", "license": "apache-2.0 (source card)"}] Source/provider obligations remain applicable to repaired responses. Repair teacher and audit implementation pins are recorded in the manifest. Do not infer a blanket license grant from an upstream preferred vote or a quality verdict. Exact duplicates are excluded with attribution in duplicates.jsonl. Inherited DFM12 exhaustive overlap and post-repair benchmark semantic screening are not claimed; this package does not silently relax later training-admission gates.
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