Scheduled Commit

data/retrieval_battle-c4bdd700-2c9c-4d9b-92d7-63fecd0c1575.jsonl

@@ -14,3 +14,10 @@
 {"tstamp": 1722439233.6545, "task_type": "retrieval", "type": "tievote", "models": ["", ""], "ip": "", "0_conv_id": "40415139651e41369a555cbf1b059530", "0_model_name": "voyage-multilingual-2", "0_prompt": "Survey examining models like ELMo and BERT and their impact on contextual word representations.", "0_output": [["Survey examining models like ELMo and BERT and their impact on contextual word representations.", "Title: A Survey on Contextual Embeddings\n\nAbstract: Contextual embeddings, such as ELMo and BERT, move beyond global word representations like Word2Vec and achieve ground-breaking performance on a wide range of natural language processing tasks. Contextual embeddings assign each word a representation based on its context, thereby capturing uses of words across varied contexts and encoding knowledge that transfers across languages. In this survey, we review existing contextual embedding models, cross-lingual polyglot pre-training, the application of contextual embeddings in downstream tasks, model compression, and model analyses."]], "0_corpus": "arxiv", "1_conv_id": "352b6a0075ce4dad8b290e0ae9ac7048", "1_model_name": "BAAI/bge-large-en-v1.5", "1_prompt": "Survey examining models like ELMo and BERT and their impact on contextual word representations.", "1_output": [["Survey examining models like ELMo and BERT and their impact on contextual word representations.", "Title: A Survey on Contextual Embeddings\n\nAbstract: Contextual embeddings, such as ELMo and BERT, move beyond global word representations like Word2Vec and achieve ground-breaking performance on a wide range of natural language processing tasks. Contextual embeddings assign each word a representation based on its context, thereby capturing uses of words across varied contexts and encoding knowledge that transfers across languages. In this survey, we review existing contextual embedding models, cross-lingual polyglot pre-training, the application of contextual embeddings in downstream tasks, model compression, and model analyses."]], "1_corpus": "arxiv"}
 {"tstamp": 1722439246.7796, "task_type": "retrieval", "type": "tievote", "models": ["", ""], "ip": "", "0_conv_id": "0673117b825548babc52ab352f07e856", "0_model_name": "intfloat/e5-mistral-7b-instruct", "0_prompt": "how much older is arwen than aragorn?", "0_output": [["how much older is arwen than aragorn?", "Scifi Stackexchange\n\nQ: How old was Lady Arwen, wife of Aragorn in the Lord of the Rings? Lady Arwen is possibly thousands of years old when The Lord of the Rings starts off. But exactly how old was she? What was the age difference between her and Aragorn? Considering the age difference, would not Aragorn seem to be a small kid in front of her?\n\nA: The Tale of Years (Appendix B) has this entry in the Third Age:\n\n241 Birth of Arwen Undómiel.\n\nSo Arwen was 2,777 years old in TA3018 when the War of the Ring happened.\nElrond makes exactly your point when Aragorn first falls in love with her:\n\n\"But as for Arwen the Fair, Lady of Imladris and of Lórien, Evenstar of her people, she is of lineage greater than yours, and she has lived in the world already so long that to her you are but as a yearling shoot beside a young birch of many summers. She is too far above you. And so, I think, it may well seem to her.\"\n\nBut she does fall in love with him anyway.\n"]], "0_corpus": "stackexchange", "1_conv_id": "fbc8618cec6047e6815c508db80bce51", "1_model_name": "Salesforce/SFR-Embedding-2_R", "1_prompt": "how much older is arwen than aragorn?", "1_output": [["how much older is arwen than aragorn?", "Scifi Stackexchange\n\nQ: How old was Lady Arwen, wife of Aragorn in the Lord of the Rings? Lady Arwen is possibly thousands of years old when The Lord of the Rings starts off. But exactly how old was she? What was the age difference between her and Aragorn? Considering the age difference, would not Aragorn seem to be a small kid in front of her?\n\nA: The Tale of Years (Appendix B) has this entry in the Third Age:\n\n241 Birth of Arwen Undómiel.\n\nSo Arwen was 2,777 years old in TA3018 when the War of the Ring happened.\nElrond makes exactly your point when Aragorn first falls in love with her:\n\n\"But as for Arwen the Fair, Lady of Imladris and of Lórien, Evenstar of her people, she is of lineage greater than yours, and she has lived in the world already so long that to her you are but as a yearling shoot beside a young birch of many summers. She is too far above you. And so, I think, it may well seem to her.\"\n\nBut she does fall in love with him anyway.\n"]], "1_corpus": "stackexchange"}
 {"tstamp": 1722439271.9889, "task_type": "retrieval", "type": "leftvote", "models": ["", ""], "ip": "", "0_conv_id": "56f96663188a4324a3626ff5721d318d", "0_model_name": "voyage-multilingual-2", "0_prompt": "answer of do you mind?", "0_output": [["answer of do you mind?", "English Stackexchange\n\nQ: Answering the question: Do you mind if...? The following always puzzles me as a non-native speaker. \nWhen somebody asks the question \"Do you mind if...\", there seem to be two possible responses. \n\n\n*\n\n*\"Sure\" and \"No, not at all\", which both mean that the person doesn't mind.\n\n*\"Actually, I do mind\", which means that the person does mind.\n\n\nWhy is this so confusing? Especially, how come people reply \"Sure\" to this question, if that could be understood to mean that they for sure do mind?\n\nA: \"Sure\" isn't answering the question as asked; it's answering an implied question, namely: \"is it OK with you if...\".\n\"No, not at all\" is answering the question, taken literally.\n"]], "0_corpus": "stackexchange", "1_conv_id": "13b6abf21ddb4697b0e775567e0d2427", "1_model_name": "nomic-ai/nomic-embed-text-v1.5", "1_prompt": "answer of do you mind?", "1_output": [["answer of do you mind?", "Ell Stackexchange\n\nQ: 'Would you mind' and 'Do you mind' Does the auxiliary verb 'do' work rather than the modal 'would' in the example below in the sense of permission:\n\nWould you mind speaking in English?\n\n\nA: \nWould you mind speaking in English?\n\nis a polite request.\n\nDo you mind speaking in English?\n\ncomes across more harshly, and implies you are being inconvenienced somehow by not hearing English. A bit softer than something like:\n\nDo you mind, I am talking on the telephone.\n\nthat you might say when someone tries to interrupt you.\n"]], "1_corpus": "stackexchange"}
+{"tstamp": 1722439308.3951, "task_type": "retrieval", "type": "tievote", "models": ["", ""], "ip": "", "0_conv_id": "87e3074b66bc40b8a4e18100bf698de1", "0_model_name": "GritLM/GritLM-7B", "0_prompt": "What's the difference between type 1 and type 2 diabetes?", "0_output": [["What's the difference between type 1 and type 2 diabetes?", "Type 2 diabetes\n\nType 2 diabetes makes up about 90% of cases of diabetes, with the other 10% due primarily to type 1 diabetes and gestational diabetes. In type 1 diabetes there is a lower total level of insulin to control blood glucose, due to an autoimmune induced loss of insulin-producing beta cells in the pancreas. Diagnosis of diabetes is by blood tests such as fasting plasma glucose, oral glucose tolerance test, or glycated hemoglobin (A1C).\nType 2 diabetes is largely preventable by staying at a normal weight, exercising regularly, and eating a healthy diet (high in fruits and vegetables and low in sugar and saturated fats). Treatment involves exercise and dietary changes. If blood sugar levels are not adequately lowered, the medication metformin is typically recommended. Many people may eventually also require insulin injections. In those on insulin, routinely checking blood sugar levels (such as through a continuous glucose monitor) is advised; however, this may not be needed in those who are not on insulin therapy. Bariatric surgery often improves diabetes in those who are obese.\nRates of type 2 diabetes have increased markedly since 1960 in parallel with obesity. As of 2015 there were approximately 392 million people diagnosed with the disease compared to around 30 million in 1985. Typically it begins in middle or older age, although rates of type 2 diabetes are increasing in young people. Type 2 diabetes is associated with a ten-year-shorter life expectancy. Diabetes was one of the first diseases ever described, dating back to an Egyptian manuscript from  BCE. The importance of insulin in the disease was determined in the 1920s."]], "0_corpus": "wikipedia", "1_conv_id": "d8744acb01ae4a82943648ca94d79516", "1_model_name": "nomic-ai/nomic-embed-text-v1.5", "1_prompt": "What's the difference between type 1 and type 2 diabetes?", "1_output": [["What's the difference between type 1 and type 2 diabetes?", "Type 2 diabetes\n\nType 2 diabetes makes up about 90% of cases of diabetes, with the other 10% due primarily to type 1 diabetes and gestational diabetes. In type 1 diabetes there is a lower total level of insulin to control blood glucose, due to an autoimmune induced loss of insulin-producing beta cells in the pancreas. Diagnosis of diabetes is by blood tests such as fasting plasma glucose, oral glucose tolerance test, or glycated hemoglobin (A1C).\nType 2 diabetes is largely preventable by staying at a normal weight, exercising regularly, and eating a healthy diet (high in fruits and vegetables and low in sugar and saturated fats). Treatment involves exercise and dietary changes. If blood sugar levels are not adequately lowered, the medication metformin is typically recommended. Many people may eventually also require insulin injections. In those on insulin, routinely checking blood sugar levels (such as through a continuous glucose monitor) is advised; however, this may not be needed in those who are not on insulin therapy. Bariatric surgery often improves diabetes in those who are obese.\nRates of type 2 diabetes have increased markedly since 1960 in parallel with obesity. As of 2015 there were approximately 392 million people diagnosed with the disease compared to around 30 million in 1985. Typically it begins in middle or older age, although rates of type 2 diabetes are increasing in young people. Type 2 diabetes is associated with a ten-year-shorter life expectancy. Diabetes was one of the first diseases ever described, dating back to an Egyptian manuscript from  BCE. The importance of insulin in the disease was determined in the 1920s."]], "1_corpus": "wikipedia"}
+{"tstamp": 1722439322.3316, "task_type": "retrieval", "type": "leftvote", "models": ["", ""], "ip": "", "0_conv_id": "fd1078f44978481e81ad953c74850d2d", "0_model_name": "BAAI/bge-large-en-v1.5", "0_prompt": "how to determine read only domain controller?", "0_output": [["how to determine read only domain controller?", "Serverfault Stackexchange\n\nQ: Registry key to tell if a server is a Read Only Domain Controller Is there a registry key I can check to tell if a server is a read only domain controller?\n\nA: I've now got a code snippet to check if the EnableRSOForRODC key exists, and if it does, returns it value.\n1>NUL: 2>NUL: REG QUERY \"HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\DNS\\Parameters\" /v \"EnableRSOFor‌​RODC\" || @Goto NoRODCExists\nFOR /F \"tokens=3 skip=1 \" %%G IN ('REG QUERY \"HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\DNS\\Parameters\" /v \"EnableRSOFor‌​RODC\"') DO (Echo Read Only Domain Controller? %%G.)\n:NoRODCExists\n\n"]], "0_corpus": "stackexchange", "1_conv_id": "f57c7e49da8d486d8013be860e652408", "1_model_name": "jinaai/jina-embeddings-v2-base-en", "1_prompt": "how to determine read only domain controller?", "1_output": [["how to determine read only domain controller?", "Stackoverflow Stackexchange\n\nQ: Why does gzip_disable make nginx crash? I've inspired my nginx configuration file from defunkt's conf file for unicorn but it seems that the line gzip_disable \"MSIE [1-6]\\.\"; makes everything crash. I get the error that this site is temporarily unavailable (served from nginx/html/50x.html). Commenting out the line makes everything work again, fiddling with the regexp doesn't change a thing.\nI'm running nginx v.1.0.10 and ubuntu 11.10.\nAny idea?\n\nA: It's already about few years when Nginx API changed for this directive, it should be:\ngzip_disable              \"msie6\";\n\nFull stack Nginx+Unicorn optimized configuration can be found on the gist.\n"]], "1_corpus": "stackexchange"}
+{"tstamp": 1722439330.0461, "task_type": "retrieval", "type": "tievote", "models": ["", ""], "ip": "", "0_conv_id": "3ac2a4bac6a84180886180fa2fbdd044", "0_model_name": "BAAI/bge-large-en-v1.5", "0_prompt": "I am looking for a paper to help me deal with data constraints as I scale up my language model.", "0_output": [["I am looking for a paper to help me deal with data constraints as I scale up my language model.", "Title: Scaling Data-Constrained Language Models\n\nAbstract: The current trend of scaling language models involves increasing both parameter count and training dataset size. Extrapolating this trend suggests that training dataset size may soon be limited by the amount of text data available on the internet. Motivated by this limit, we investigate scaling language models in data-constrained regimes. Specifically, we run a large set of experiments varying the extent of data repetition and compute budget, ranging up to 900 billion training tokens and 9 billion parameter models. We find that with constrained data for a fixed compute budget, training with up to 4 epochs of repeated data yields negligible changes to loss compared to having unique data. However, with more repetition, the value of adding compute eventually decays to zero. We propose and empirically validate a scaling law for compute optimality that accounts for the decreasing value of repeated tokens and excess parameters. Finally, we experiment with approaches mitigating data scarcity, including augmenting the training dataset with code data or removing commonly used filters. Models and datasets from our 400 training runs are freely available at https://github.com/huggingface/datablations."]], "0_corpus": "arxiv", "1_conv_id": "14d6b080bb2849c1a8693559f7e256e9", "1_model_name": "nomic-ai/nomic-embed-text-v1.5", "1_prompt": "I am looking for a paper to help me deal with data constraints as I scale up my language model.", "1_output": [["I am looking for a paper to help me deal with data constraints as I scale up my language model.", "Title: Scaling Data-Constrained Language Models\n\nAbstract: The current trend of scaling language models involves increasing both parameter count and training dataset size. Extrapolating this trend suggests that training dataset size may soon be limited by the amount of text data available on the internet. Motivated by this limit, we investigate scaling language models in data-constrained regimes. Specifically, we run a large set of experiments varying the extent of data repetition and compute budget, ranging up to 900 billion training tokens and 9 billion parameter models. We find that with constrained data for a fixed compute budget, training with up to 4 epochs of repeated data yields negligible changes to loss compared to having unique data. However, with more repetition, the value of adding compute eventually decays to zero. We propose and empirically validate a scaling law for compute optimality that accounts for the decreasing value of repeated tokens and excess parameters. Finally, we experiment with approaches mitigating data scarcity, including augmenting the training dataset with code data or removing commonly used filters. Models and datasets from our 400 training runs are freely available at https://github.com/huggingface/datablations."]], "1_corpus": "arxiv"}
+{"tstamp": 1722439330.6484, "task_type": "retrieval", "type": "leftvote", "models": ["", ""], "ip": "", "0_conv_id": "b9180981787a4de48a889a11da7b12d4", "0_model_name": "mixedbread-ai/mxbai-embed-large-v1", "0_prompt": "can initial velocity be negative?", "0_output": [["can initial velocity be negative?", "Physics Stackexchange\n\nQ: Negative vectors (e.g. velocity) If you said someone had a velocity of $-12\\,{\\rm mph}$ and they were traveling north? Wouldn't it mean that they were traveling $12\\,{\\rm mph}$ south?\nThis is a quote from here:\n\nif something [object-x] moving to the right was taken to have positive momentum, then one should consider something [object-y] moving to the left to have negative momentum.\n\nBut isn't momentum a vector, so the direction should be specified separately to the number. What I mean is, object-y with $-1200\\,{\\rm kg\\, m/s}$ and object-x with 1200kg m/s should both have momentum in the same direction. But this can't be because as the quote says they are moving in opposite direction.\n\nA: That quote is abit misleading, momentum is a vector, however a vector is neither negative nor positive, only its components can have this characteristic. The two objects you are describing does not have the same momentum, but they have the same magnitdue of momentum (length of vector).\n"]], "0_corpus": "stackexchange", "1_conv_id": "e4d62363634b479291ca97b9c6289d27", "1_model_name": "jinaai/jina-embeddings-v2-base-en", "1_prompt": "can initial velocity be negative?", "1_output": [["can initial velocity be negative?", "Superuser Stackexchange\n\nQ: Windows 7 cmd.exe \"text mode\" with Alt+Enter? In XP, I can go to text mode in cmd.exe with alt+enter. This is when it goes full screen (no windows, no graphics - it uploads a raster font to the hardware). No longer works in Windows 7. What happened to text mode? Can I get it back in Windows 7 via some other way? \nIf not, to be able to mourn, what is the API change that makes it impossible and when did it ship?\nedit I've read Why doesn't the Windows command prompt window maximize to the full screen size? but that question is about maximizing the graphical mode console window. My question is different, as I'm asking about the different text mode (a different hw mode).\n\nA: I believe that the difference is that the WDDM (windows display driver model) drivers introduced with Vista and later have no full-screen support, where the XP display drivers does.\n"]], "1_corpus": "stackexchange"}
+{"tstamp": 1722439346.0319, "task_type": "retrieval", "type": "rightvote", "models": ["", ""], "ip": "", "0_conv_id": "efb7d875f2ee4d5f84010b406aa9b5c3", "0_model_name": "jinaai/jina-embeddings-v2-base-en", "0_prompt": "do shields count as armor skyrim?", "0_output": [["do shields count as armor skyrim?", "Stackoverflow Stackexchange\n\nQ: C# pass a null value as a generic object rather than a type for overloaded methods I'm working with some legacy C# code and below are two overloaded methods that I can't change:\nvoid PerformCheck(LegacyData data) {...}\nvoid PerformCheck(object data) {...}\n\nThere is some code that uses the above overloaded methods.  When that code passes anything but a LegacyData reference, the PerformCheck(object data) gets invoked, e.g. PerformCheck(\"Hello World\");  However, if null is passed, PerformCheck(LegacyData data) gets invoked.  Strangely the PerformCheck implementations are different depending on what is passed.  I would like the PerformCheck(null) to invoke the PerformCheck(object data) implementation instead.  How do I make this work?\n\nA: You can force the behavior by casting null to anything other than LegacyData.\nvar x = new Test();\nx.PerformCheck((object)null);\n\npublic class Test\n{\n    public void PerformCheck(LegacyData data) { Console.WriteLine(\"legacy\"); }\n    public void PerformCheck(object data) { Console.WriteLine(\"other\"); }\n}\n    \npublic class LegacyData {}\n\nThis outputs \"other\" as expected.\n"]], "0_corpus": "stackexchange", "1_conv_id": "4fa6fe8bd9644a39955c4d7f4dcc09a5", "1_model_name": "GritLM/GritLM-7B", "1_prompt": "do shields count as armor skyrim?", "1_output": [["do shields count as armor skyrim?", "Gaming Stackexchange\n\nQ: In Skyrim, what does a full armor set entail? I.E., do I have to have a shield, or can I just have the helmet, armor, gauntlets, and boots?\n\nA: A full armor set is simply is entirely based on around worn pieces, such as helmet, armor, gauntlets, boots, etc. Shields are considered separate pieces of armor, hence why they are placed within the \"Block\" skill and not the \"Heavy/Light Armor\" skills.\n"]], "1_corpus": "stackexchange"}
+{"tstamp": 1722439356.8617, "task_type": "retrieval", "type": "tievote", "models": ["", ""], "ip": "", "0_conv_id": "5296aeb678084e99a677d71b97c85d42", "0_model_name": "GritLM/GritLM-7B", "0_prompt": "what is the difference between chkdsk /f and chkdsk /r?", "0_output": [["what is the difference between chkdsk /f and chkdsk /r?", "Superuser Stackexchange\n\nQ: What is the difference between chkdsk /f and chkdsk /r? \n/F              Fixes errors on the disk.\n/R              Locates bad sectors and recovers readable information (implies /F).\n\n(from dir /?)\nIt just sounds like the same thing to me.  I never know which one to use - is there even a difference?  Or is it maybe for backwards compatibility with previous versions of Windows where there was a difference?\n\nA: chkdsk /r does the same thing as chkdsk /f only it also checks for bad sectors on the disk and recovers any readable information. Running chkdsk /r implies that also chkdsk /f is run.\nchkdsk /f only checks for disk errors, not bad sectors.\nMicrosoft has a detailed page for chkdsk. The following is a snippet explaining /f and /r parameters.\n\nFixing disk errors:\nChkdsk corrects disk errors only if you specify the /f command-line\n  option. Chkdsk must be able to lock the drive to correct errors.\n  Because repairs usually change a disk's file allocation table and\n  sometimes cause a loss of data, chkdsk sends a confirmation message.\nFinding physical disk errors:\nUse the /r command-line option to find physical disk errors in the\n  file system.\n\n"]], "0_corpus": "stackexchange", "1_conv_id": "26243994a6974ab099c38f50a8302a08", "1_model_name": "BM25", "1_prompt": "what is the difference between chkdsk /f and chkdsk /r?", "1_output": [["what is the difference between chkdsk /f and chkdsk /r?", "Superuser Stackexchange\n\nQ: What is the difference between chkdsk /f and chkdsk /r? \n/F              Fixes errors on the disk.\n/R              Locates bad sectors and recovers readable information (implies /F).\n\n(from dir /?)\nIt just sounds like the same thing to me.  I never know which one to use - is there even a difference?  Or is it maybe for backwards compatibility with previous versions of Windows where there was a difference?\n\nA: chkdsk /r does the same thing as chkdsk /f only it also checks for bad sectors on the disk and recovers any readable information. Running chkdsk /r implies that also chkdsk /f is run.\nchkdsk /f only checks for disk errors, not bad sectors.\nMicrosoft has a detailed page for chkdsk. The following is a snippet explaining /f and /r parameters.\n\nFixing disk errors:\nChkdsk corrects disk errors only if you specify the /f command-line\n  option. Chkdsk must be able to lock the drive to correct errors.\n  Because repairs usually change a disk's file allocation table and\n  sometimes cause a loss of data, chkdsk sends a confirmation message.\nFinding physical disk errors:\nUse the /r command-line option to find physical disk errors in the\n  file system.\n\n"]], "1_corpus": "stackexchange"}
+{"tstamp": 1722439388.9707, "task_type": "retrieval", "type": "leftvote", "models": ["", ""], "ip": "", "0_conv_id": "10ed8e581f62414c872938cd8160de29", "0_model_name": "BAAI/bge-large-en-v1.5", "0_prompt": "who does peggy carter marry?", "0_output": [["who does peggy carter marry?", "Scifi Stackexchange\n\nQ: What is the name of Peggy's husband in Captain America: The Winter Soldier? I'm having a hard time hearing the name of Peggy's husband she names. I'm not the greatest at spelling but it sounds like his name is something like: Emanhu Winter?\nHere's the scene if anyone can help, he's named at 1:40:\n\n\n\n\nA: She doesn't give a specific name. The phrase she utters at 1:40 is:\n\nHe saved over 1000 men, including the man who, would ahh, who would become my husband, as it turned out\n\nwhich I guess you hear as Emanhu Winter, because of the slight hesitation and repetition there in the line delivery.\n"]], "0_corpus": "stackexchange", "1_conv_id": "512b56cafcf548dc8e1ba766787e9dee", "1_model_name": "nomic-ai/nomic-embed-text-v1.5", "1_prompt": "who does peggy carter marry?", "1_output": [["who does peggy carter marry?", "Scifi Stackexchange\n\nQ: When did Captain America and Peggy Carter dance in the comics? Sometime this year, I read a comic book or graphic novel in which Steve Rogers (Captain America) returned from the ice, and gets to dance at last with an old Peggy Carter.\nDoes anyone know which comic that was? I can't find it anymore.\nThanks for your help!\n"]], "1_corpus": "stackexchange"}

data/retrieval_individual-c4bdd700-2c9c-4d9b-92d7-63fecd0c1575.jsonl

@@ -46,3 +46,15 @@
 {"tstamp": 1722439253.2973, "task_type": "retrieval", "type": "chat", "model": "nomic-ai/nomic-embed-text-v1.5", "gen_params": {}, "start": 1722439251.139, "finish": 1722439253.2973, "ip": "", "conv_id": "13b6abf21ddb4697b0e775567e0d2427", "model_name": "nomic-ai/nomic-embed-text-v1.5", "prompt": "answer of do you mind?", "output": [["answer of do you mind?", "Ell Stackexchange\n\nQ: 'Would you mind' and 'Do you mind' Does the auxiliary verb 'do' work rather than the modal 'would' in the example below in the sense of permission:\n\nWould you mind speaking in English?\n\n\nA: \nWould you mind speaking in English?\n\nis a polite request.\n\nDo you mind speaking in English?\n\ncomes across more harshly, and implies you are being inconvenienced somehow by not hearing English. A bit softer than something like:\n\nDo you mind, I am talking on the telephone.\n\nthat you might say when someone tries to interrupt you.\n"]], "corpus": "stackexchange"}
 {"tstamp": 1722439279.8593, "task_type": "retrieval", "type": "chat", "model": "BAAI/bge-large-en-v1.5", "gen_params": {}, "start": 1722439279.6996, "finish": 1722439279.8593, "ip": "", "conv_id": "fd1078f44978481e81ad953c74850d2d", "model_name": "BAAI/bge-large-en-v1.5", "prompt": "how to determine read only domain controller?", "output": [["how to determine read only domain controller?", "Serverfault Stackexchange\n\nQ: Registry key to tell if a server is a Read Only Domain Controller Is there a registry key I can check to tell if a server is a read only domain controller?\n\nA: I've now got a code snippet to check if the EnableRSOForRODC key exists, and if it does, returns it value.\n1>NUL: 2>NUL: REG QUERY \"HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\DNS\\Parameters\" /v \"EnableRSOFor‌​RODC\" || @Goto NoRODCExists\nFOR /F \"tokens=3 skip=1 \" %%G IN ('REG QUERY \"HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\DNS\\Parameters\" /v \"EnableRSOFor‌​RODC\"') DO (Echo Read Only Domain Controller? %%G.)\n:NoRODCExists\n\n"]], "corpus": "stackexchange"}
 {"tstamp": 1722439279.8593, "task_type": "retrieval", "type": "chat", "model": "jinaai/jina-embeddings-v2-base-en", "gen_params": {}, "start": 1722439279.6996, "finish": 1722439279.8593, "ip": "", "conv_id": "f57c7e49da8d486d8013be860e652408", "model_name": "jinaai/jina-embeddings-v2-base-en", "prompt": "how to determine read only domain controller?", "output": [["how to determine read only domain controller?", "Stackoverflow Stackexchange\n\nQ: Why does gzip_disable make nginx crash? I've inspired my nginx configuration file from defunkt's conf file for unicorn but it seems that the line gzip_disable \"MSIE [1-6]\\.\"; makes everything crash. I get the error that this site is temporarily unavailable (served from nginx/html/50x.html). Commenting out the line makes everything work again, fiddling with the regexp doesn't change a thing.\nI'm running nginx v.1.0.10 and ubuntu 11.10.\nAny idea?\n\nA: It's already about few years when Nginx API changed for this directive, it should be:\ngzip_disable              \"msie6\";\n\nFull stack Nginx+Unicorn optimized configuration can be found on the gist.\n"]], "corpus": "stackexchange"}
+{"tstamp": 1722439296.5634, "task_type": "retrieval", "type": "chat", "model": "GritLM/GritLM-7B", "gen_params": {}, "start": 1722439296.3236, "finish": 1722439296.5634, "ip": "", "conv_id": "87e3074b66bc40b8a4e18100bf698de1", "model_name": "GritLM/GritLM-7B", "prompt": "What's the difference between type 1 and type 2 diabetes?", "output": [["What's the difference between type 1 and type 2 diabetes?", "Type 2 diabetes\n\nType 2 diabetes makes up about 90% of cases of diabetes, with the other 10% due primarily to type 1 diabetes and gestational diabetes. In type 1 diabetes there is a lower total level of insulin to control blood glucose, due to an autoimmune induced loss of insulin-producing beta cells in the pancreas. Diagnosis of diabetes is by blood tests such as fasting plasma glucose, oral glucose tolerance test, or glycated hemoglobin (A1C).\nType 2 diabetes is largely preventable by staying at a normal weight, exercising regularly, and eating a healthy diet (high in fruits and vegetables and low in sugar and saturated fats). Treatment involves exercise and dietary changes. If blood sugar levels are not adequately lowered, the medication metformin is typically recommended. Many people may eventually also require insulin injections. In those on insulin, routinely checking blood sugar levels (such as through a continuous glucose monitor) is advised; however, this may not be needed in those who are not on insulin therapy. Bariatric surgery often improves diabetes in those who are obese.\nRates of type 2 diabetes have increased markedly since 1960 in parallel with obesity. As of 2015 there were approximately 392 million people diagnosed with the disease compared to around 30 million in 1985. Typically it begins in middle or older age, although rates of type 2 diabetes are increasing in young people. Type 2 diabetes is associated with a ten-year-shorter life expectancy. Diabetes was one of the first diseases ever described, dating back to an Egyptian manuscript from  BCE. The importance of insulin in the disease was determined in the 1920s."]], "corpus": "wikipedia"}
+{"tstamp": 1722439296.5634, "task_type": "retrieval", "type": "chat", "model": "nomic-ai/nomic-embed-text-v1.5", "gen_params": {}, "start": 1722439296.3236, "finish": 1722439296.5634, "ip": "", "conv_id": "d8744acb01ae4a82943648ca94d79516", "model_name": "nomic-ai/nomic-embed-text-v1.5", "prompt": "What's the difference between type 1 and type 2 diabetes?", "output": [["What's the difference between type 1 and type 2 diabetes?", "Type 2 diabetes\n\nType 2 diabetes makes up about 90% of cases of diabetes, with the other 10% due primarily to type 1 diabetes and gestational diabetes. In type 1 diabetes there is a lower total level of insulin to control blood glucose, due to an autoimmune induced loss of insulin-producing beta cells in the pancreas. Diagnosis of diabetes is by blood tests such as fasting plasma glucose, oral glucose tolerance test, or glycated hemoglobin (A1C).\nType 2 diabetes is largely preventable by staying at a normal weight, exercising regularly, and eating a healthy diet (high in fruits and vegetables and low in sugar and saturated fats). Treatment involves exercise and dietary changes. If blood sugar levels are not adequately lowered, the medication metformin is typically recommended. Many people may eventually also require insulin injections. In those on insulin, routinely checking blood sugar levels (such as through a continuous glucose monitor) is advised; however, this may not be needed in those who are not on insulin therapy. Bariatric surgery often improves diabetes in those who are obese.\nRates of type 2 diabetes have increased markedly since 1960 in parallel with obesity. As of 2015 there were approximately 392 million people diagnosed with the disease compared to around 30 million in 1985. Typically it begins in middle or older age, although rates of type 2 diabetes are increasing in young people. Type 2 diabetes is associated with a ten-year-shorter life expectancy. Diabetes was one of the first diseases ever described, dating back to an Egyptian manuscript from  BCE. The importance of insulin in the disease was determined in the 1920s."]], "corpus": "wikipedia"}
+{"tstamp": 1722439322.7428, "task_type": "retrieval", "type": "chat", "model": "BAAI/bge-large-en-v1.5", "gen_params": {}, "start": 1722439322.5838, "finish": 1722439322.7428, "ip": "", "conv_id": "3ac2a4bac6a84180886180fa2fbdd044", "model_name": "BAAI/bge-large-en-v1.5", "prompt": "I am looking for a paper to help me deal with data constraints as I scale up my language model.", "output": [["I am looking for a paper to help me deal with data constraints as I scale up my language model.", "Title: Scaling Data-Constrained Language Models\n\nAbstract: The current trend of scaling language models involves increasing both parameter count and training dataset size. Extrapolating this trend suggests that training dataset size may soon be limited by the amount of text data available on the internet. Motivated by this limit, we investigate scaling language models in data-constrained regimes. Specifically, we run a large set of experiments varying the extent of data repetition and compute budget, ranging up to 900 billion training tokens and 9 billion parameter models. We find that with constrained data for a fixed compute budget, training with up to 4 epochs of repeated data yields negligible changes to loss compared to having unique data. However, with more repetition, the value of adding compute eventually decays to zero. We propose and empirically validate a scaling law for compute optimality that accounts for the decreasing value of repeated tokens and excess parameters. Finally, we experiment with approaches mitigating data scarcity, including augmenting the training dataset with code data or removing commonly used filters. Models and datasets from our 400 training runs are freely available at https://github.com/huggingface/datablations."]], "corpus": "arxiv"}
+{"tstamp": 1722439322.7428, "task_type": "retrieval", "type": "chat", "model": "nomic-ai/nomic-embed-text-v1.5", "gen_params": {}, "start": 1722439322.5838, "finish": 1722439322.7428, "ip": "", "conv_id": "14d6b080bb2849c1a8693559f7e256e9", "model_name": "nomic-ai/nomic-embed-text-v1.5", "prompt": "I am looking for a paper to help me deal with data constraints as I scale up my language model.", "output": [["I am looking for a paper to help me deal with data constraints as I scale up my language model.", "Title: Scaling Data-Constrained Language Models\n\nAbstract: The current trend of scaling language models involves increasing both parameter count and training dataset size. Extrapolating this trend suggests that training dataset size may soon be limited by the amount of text data available on the internet. Motivated by this limit, we investigate scaling language models in data-constrained regimes. Specifically, we run a large set of experiments varying the extent of data repetition and compute budget, ranging up to 900 billion training tokens and 9 billion parameter models. We find that with constrained data for a fixed compute budget, training with up to 4 epochs of repeated data yields negligible changes to loss compared to having unique data. However, with more repetition, the value of adding compute eventually decays to zero. We propose and empirically validate a scaling law for compute optimality that accounts for the decreasing value of repeated tokens and excess parameters. Finally, we experiment with approaches mitigating data scarcity, including augmenting the training dataset with code data or removing commonly used filters. Models and datasets from our 400 training runs are freely available at https://github.com/huggingface/datablations."]], "corpus": "arxiv"}
+{"tstamp": 1722439326.3724, "task_type": "retrieval", "type": "chat", "model": "mixedbread-ai/mxbai-embed-large-v1", "gen_params": {}, "start": 1722439326.2409, "finish": 1722439326.3724, "ip": "", "conv_id": "b9180981787a4de48a889a11da7b12d4", "model_name": "mixedbread-ai/mxbai-embed-large-v1", "prompt": "can initial velocity be negative?", "output": [["can initial velocity be negative?", "Physics Stackexchange\n\nQ: Negative vectors (e.g. velocity) If you said someone had a velocity of $-12\\,{\\rm mph}$ and they were traveling north? Wouldn't it mean that they were traveling $12\\,{\\rm mph}$ south?\nThis is a quote from here:\n\nif something [object-x] moving to the right was taken to have positive momentum, then one should consider something [object-y] moving to the left to have negative momentum.\n\nBut isn't momentum a vector, so the direction should be specified separately to the number. What I mean is, object-y with $-1200\\,{\\rm kg\\, m/s}$ and object-x with 1200kg m/s should both have momentum in the same direction. But this can't be because as the quote says they are moving in opposite direction.\n\nA: That quote is abit misleading, momentum is a vector, however a vector is neither negative nor positive, only its components can have this characteristic. The two objects you are describing does not have the same momentum, but they have the same magnitdue of momentum (length of vector).\n"]], "corpus": "stackexchange"}
+{"tstamp": 1722439326.3724, "task_type": "retrieval", "type": "chat", "model": "jinaai/jina-embeddings-v2-base-en", "gen_params": {}, "start": 1722439326.2409, "finish": 1722439326.3724, "ip": "", "conv_id": "e4d62363634b479291ca97b9c6289d27", "model_name": "jinaai/jina-embeddings-v2-base-en", "prompt": "can initial velocity be negative?", "output": [["can initial velocity be negative?", "Superuser Stackexchange\n\nQ: Windows 7 cmd.exe \"text mode\" with Alt+Enter? In XP, I can go to text mode in cmd.exe with alt+enter. This is when it goes full screen (no windows, no graphics - it uploads a raster font to the hardware). No longer works in Windows 7. What happened to text mode? Can I get it back in Windows 7 via some other way? \nIf not, to be able to mourn, what is the API change that makes it impossible and when did it ship?\nedit I've read Why doesn't the Windows command prompt window maximize to the full screen size? but that question is about maximizing the graphical mode console window. My question is different, as I'm asking about the different text mode (a different hw mode).\n\nA: I believe that the difference is that the WDDM (windows display driver model) drivers introduced with Vista and later have no full-screen support, where the XP display drivers does.\n"]], "corpus": "stackexchange"}
+{"tstamp": 1722439334.2106, "task_type": "retrieval", "type": "chat", "model": "jinaai/jina-embeddings-v2-base-en", "gen_params": {}, "start": 1722439333.9558, "finish": 1722439334.2106, "ip": "", "conv_id": "efb7d875f2ee4d5f84010b406aa9b5c3", "model_name": "jinaai/jina-embeddings-v2-base-en", "prompt": "do shields count as armor skyrim?", "output": [["do shields count as armor skyrim?", "Stackoverflow Stackexchange\n\nQ: C# pass a null value as a generic object rather than a type for overloaded methods I'm working with some legacy C# code and below are two overloaded methods that I can't change:\nvoid PerformCheck(LegacyData data) {...}\nvoid PerformCheck(object data) {...}\n\nThere is some code that uses the above overloaded methods.  When that code passes anything but a LegacyData reference, the PerformCheck(object data) gets invoked, e.g. PerformCheck(\"Hello World\");  However, if null is passed, PerformCheck(LegacyData data) gets invoked.  Strangely the PerformCheck implementations are different depending on what is passed.  I would like the PerformCheck(null) to invoke the PerformCheck(object data) implementation instead.  How do I make this work?\n\nA: You can force the behavior by casting null to anything other than LegacyData.\nvar x = new Test();\nx.PerformCheck((object)null);\n\npublic class Test\n{\n    public void PerformCheck(LegacyData data) { Console.WriteLine(\"legacy\"); }\n    public void PerformCheck(object data) { Console.WriteLine(\"other\"); }\n}\n    \npublic class LegacyData {}\n\nThis outputs \"other\" as expected.\n"]], "corpus": "stackexchange"}
+{"tstamp": 1722439334.2106, "task_type": "retrieval", "type": "chat", "model": "GritLM/GritLM-7B", "gen_params": {}, "start": 1722439333.9558, "finish": 1722439334.2106, "ip": "", "conv_id": "4fa6fe8bd9644a39955c4d7f4dcc09a5", "model_name": "GritLM/GritLM-7B", "prompt": "do shields count as armor skyrim?", "output": [["do shields count as armor skyrim?", "Gaming Stackexchange\n\nQ: In Skyrim, what does a full armor set entail? I.E., do I have to have a shield, or can I just have the helmet, armor, gauntlets, and boots?\n\nA: A full armor set is simply is entirely based on around worn pieces, such as helmet, armor, gauntlets, boots, etc. Shields are considered separate pieces of armor, hence why they are placed within the \"Block\" skill and not the \"Heavy/Light Armor\" skills.\n"]], "corpus": "stackexchange"}
+{"tstamp": 1722439354.0543, "task_type": "retrieval", "type": "chat", "model": "GritLM/GritLM-7B", "gen_params": {}, "start": 1722439353.4435, "finish": 1722439354.0543, "ip": "", "conv_id": "5296aeb678084e99a677d71b97c85d42", "model_name": "GritLM/GritLM-7B", "prompt": "what is the difference between chkdsk /f and chkdsk /r?", "output": [["what is the difference between chkdsk /f and chkdsk /r?", "Superuser Stackexchange\n\nQ: What is the difference between chkdsk /f and chkdsk /r? \n/F              Fixes errors on the disk.\n/R              Locates bad sectors and recovers readable information (implies /F).\n\n(from dir /?)\nIt just sounds like the same thing to me.  I never know which one to use - is there even a difference?  Or is it maybe for backwards compatibility with previous versions of Windows where there was a difference?\n\nA: chkdsk /r does the same thing as chkdsk /f only it also checks for bad sectors on the disk and recovers any readable information. Running chkdsk /r implies that also chkdsk /f is run.\nchkdsk /f only checks for disk errors, not bad sectors.\nMicrosoft has a detailed page for chkdsk. The following is a snippet explaining /f and /r parameters.\n\nFixing disk errors:\nChkdsk corrects disk errors only if you specify the /f command-line\n  option. Chkdsk must be able to lock the drive to correct errors.\n  Because repairs usually change a disk's file allocation table and\n  sometimes cause a loss of data, chkdsk sends a confirmation message.\nFinding physical disk errors:\nUse the /r command-line option to find physical disk errors in the\n  file system.\n\n"]], "corpus": "stackexchange"}
+{"tstamp": 1722439354.0543, "task_type": "retrieval", "type": "chat", "model": "BM25", "gen_params": {}, "start": 1722439353.4435, "finish": 1722439354.0543, "ip": "", "conv_id": "26243994a6974ab099c38f50a8302a08", "model_name": "BM25", "prompt": "what is the difference between chkdsk /f and chkdsk /r?", "output": [["what is the difference between chkdsk /f and chkdsk /r?", "Superuser Stackexchange\n\nQ: What is the difference between chkdsk /f and chkdsk /r? \n/F              Fixes errors on the disk.\n/R              Locates bad sectors and recovers readable information (implies /F).\n\n(from dir /?)\nIt just sounds like the same thing to me.  I never know which one to use - is there even a difference?  Or is it maybe for backwards compatibility with previous versions of Windows where there was a difference?\n\nA: chkdsk /r does the same thing as chkdsk /f only it also checks for bad sectors on the disk and recovers any readable information. Running chkdsk /r implies that also chkdsk /f is run.\nchkdsk /f only checks for disk errors, not bad sectors.\nMicrosoft has a detailed page for chkdsk. The following is a snippet explaining /f and /r parameters.\n\nFixing disk errors:\nChkdsk corrects disk errors only if you specify the /f command-line\n  option. Chkdsk must be able to lock the drive to correct errors.\n  Because repairs usually change a disk's file allocation table and\n  sometimes cause a loss of data, chkdsk sends a confirmation message.\nFinding physical disk errors:\nUse the /r command-line option to find physical disk errors in the\n  file system.\n\n"]], "corpus": "stackexchange"}
+{"tstamp": 1722439362.6209, "task_type": "retrieval", "type": "chat", "model": "BAAI/bge-large-en-v1.5", "gen_params": {}, "start": 1722439362.5212, "finish": 1722439362.6209, "ip": "", "conv_id": "10ed8e581f62414c872938cd8160de29", "model_name": "BAAI/bge-large-en-v1.5", "prompt": "who does peggy carter marry?", "output": [["who does peggy carter marry?", "Scifi Stackexchange\n\nQ: What is the name of Peggy's husband in Captain America: The Winter Soldier? I'm having a hard time hearing the name of Peggy's husband she names. I'm not the greatest at spelling but it sounds like his name is something like: Emanhu Winter?\nHere's the scene if anyone can help, he's named at 1:40:\n\n\n\n\nA: She doesn't give a specific name. The phrase she utters at 1:40 is:\n\nHe saved over 1000 men, including the man who, would ahh, who would become my husband, as it turned out\n\nwhich I guess you hear as Emanhu Winter, because of the slight hesitation and repetition there in the line delivery.\n"]], "corpus": "stackexchange"}
+{"tstamp": 1722439362.6209, "task_type": "retrieval", "type": "chat", "model": "nomic-ai/nomic-embed-text-v1.5", "gen_params": {}, "start": 1722439362.5212, "finish": 1722439362.6209, "ip": "", "conv_id": "512b56cafcf548dc8e1ba766787e9dee", "model_name": "nomic-ai/nomic-embed-text-v1.5", "prompt": "who does peggy carter marry?", "output": [["who does peggy carter marry?", "Scifi Stackexchange\n\nQ: When did Captain America and Peggy Carter dance in the comics? Sometime this year, I read a comic book or graphic novel in which Steve Rogers (Captain America) returned from the ice, and gets to dance at last with an old Peggy Carter.\nDoes anyone know which comic that was? I can't find it anymore.\nThanks for your help!\n"]], "corpus": "stackexchange"}