Scheduled Commit

data/clustering_individual-8d38bb89-1e1a-471a-8b9e-35c1f784690e.jsonl

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+{"tstamp": 1722361015.4569, "task_type": "clustering", "type": "chat", "model": "text-embedding-3-large", "gen_params": {}, "start": 1722361004.935, "finish": 1722361015.4569, "ip": "", "conv_id": "8a00feb679214cb8ad930ae1c9502577", "model_name": "text-embedding-3-large", "prompt": ["yacht", "kayak", "nitrogen", "sodium", "hydrogen", "oxygen", "carbon", "iron", "calcium", "Renaissance", "Cubism", "Impressionism", "Baroque", "Surrealism", "auburn", "brunette", "gray", "redhead", "black", "plasma", "solid", "liquid"], "ncluster": 5, "output": "", "ndim": "3D (press for 2D)", "dim_method": "PCA", "clustering_method": "KMeans"}
+{"tstamp": 1722361015.4569, "task_type": "clustering", "type": "chat", "model": "intfloat/e5-mistral-7b-instruct", "gen_params": {}, "start": 1722361004.935, "finish": 1722361015.4569, "ip": "", "conv_id": "77e0a3977a7d4677a040920e83e9eba3", "model_name": "intfloat/e5-mistral-7b-instruct", "prompt": ["yacht", "kayak", "nitrogen", "sodium", "hydrogen", "oxygen", "carbon", "iron", "calcium", "Renaissance", "Cubism", "Impressionism", "Baroque", "Surrealism", "auburn", "brunette", "gray", "redhead", "black", "plasma", "solid", "liquid"], "ncluster": 5, "output": "", "ndim": "3D (press for 2D)", "dim_method": "PCA", "clustering_method": "KMeans"}
+{"tstamp": 1722361050.8948, "task_type": "clustering", "type": "chat", "model": "intfloat/multilingual-e5-large-instruct", "gen_params": {}, "start": 1722361050.6801, "finish": 1722361050.8948, "ip": "", "conv_id": "780568d2a5a44373b3165001892bf905", "model_name": "intfloat/multilingual-e5-large-instruct", "prompt": ["historical fiction", "fantasy", "science fiction", "horror", "thriller", "romance", "mystery", "linen", "silk", "wool", "leather", "denim", "incisor", "premolar", "molar", "canine", "wisdom tooth", "tornado", "hailstorm", "blizzard", "fog", "drought"], "ncluster": 4, "output": "", "ndim": "3D (press for 2D)", "dim_method": "PCA", "clustering_method": "KMeans"}
+{"tstamp": 1722361050.8948, "task_type": "clustering", "type": "chat", "model": "nomic-ai/nomic-embed-text-v1.5", "gen_params": {}, "start": 1722361050.6801, "finish": 1722361050.8948, "ip": "", "conv_id": "ae38a38353664ad292bdd931655fee3c", "model_name": "nomic-ai/nomic-embed-text-v1.5", "prompt": ["historical fiction", "fantasy", "science fiction", "horror", "thriller", "romance", "mystery", "linen", "silk", "wool", "leather", "denim", "incisor", "premolar", "molar", "canine", "wisdom tooth", "tornado", "hailstorm", "blizzard", "fog", "drought"], "ncluster": 4, "output": "", "ndim": "3D (press for 2D)", "dim_method": "PCA", "clustering_method": "KMeans"}
+{"tstamp": 1722361056.8438, "task_type": "clustering", "type": "chat", "model": "nomic-ai/nomic-embed-text-v1.5", "gen_params": {}, "start": 1722361056.7634, "finish": 1722361056.8438, "ip": "", "conv_id": "2353080a415d4d11aab302c53f701ff1", "model_name": "nomic-ai/nomic-embed-text-v1.5", "prompt": ["penguin", "tiger", "dolphin", "giraffe", "lion", "koala", "airplane", "boat", "bicycle", "car", "motorcycle", "train", "Cancer", "Leo", "concave", "convex", "parabolic", "mackerel", "halibut", "cod", "salmon", "bass", "trout", "tuna"], "ncluster": 5, "output": "", "ndim": "3D (press for 2D)", "dim_method": "PCA", "clustering_method": "KMeans"}
+{"tstamp": 1722361056.8438, "task_type": "clustering", "type": "chat", "model": "intfloat/multilingual-e5-large-instruct", "gen_params": {}, "start": 1722361056.7634, "finish": 1722361056.8438, "ip": "", "conv_id": "d8ca698edd9246e4bd9219064067b85c", "model_name": "intfloat/multilingual-e5-large-instruct", "prompt": ["penguin", "tiger", "dolphin", "giraffe", "lion", "koala", "airplane", "boat", "bicycle", "car", "motorcycle", "train", "Cancer", "Leo", "concave", "convex", "parabolic", "mackerel", "halibut", "cod", "salmon", "bass", "trout", "tuna"], "ncluster": 5, "output": "", "ndim": "3D (press for 2D)", "dim_method": "PCA", "clustering_method": "KMeans"}

data/retrieval_battle-dd51f1d2-bf9d-4e42-9a72-5b30dd2bd338.jsonl

@@ -25,3 +25,4 @@
 {"tstamp": 1722360183.5049, "task_type": "retrieval", "type": "rightvote", "models": ["", ""], "ip": "", "0_conv_id": "8e4d32f5269142e68ec26538741715ea", "0_model_name": "BAAI/bge-large-en-v1.5", "0_prompt": "Why is the sky blue?", "0_output": [["Why is the sky blue?", "Sky\n\nEtymology The word sky comes from the Old Norse , meaning 'cloud, abode of God'. The Norse term is also the source of the Old English , which shares the same Indo-European base as the classical Latin , meaning 'obscure'.\nIn Old English, the term heaven was used to describe the observable expanse above the earth. During the period of  Middle English, \"heaven\" began shifting toward its current, religious meaning.\nDuring daytime\nExcept for direct sunlight, most of the light in the daytime sky is caused by scattering, which is dominated by a small-particle limit called Rayleigh scattering. The scattering due to molecule-sized particles (as in air) is greater in the directions both toward and away from the source of light than it is in directions perpendicular to the incident path. Scattering is significant for light at all visible wavelengths, but is stronger at the shorter (bluer) end of the visible spectrum, meaning that the scattered light is bluer than its source: the Sun. The remaining direct sunlight, having lost some of its shorter-wavelength components, appears slightly less blue.\nScattering also occurs even more strongly in clouds. Individual water droplets refract white light into a set of colored rings. If a cloud is thick enough, scattering from multiple water droplets will wash out the set of colored rings and create a washed-out white color."]], "0_corpus": "wikipedia", "1_conv_id": "00cd735a722943bca9ff50386cee6ee3", "1_model_name": "Salesforce/SFR-Embedding-2_R", "1_prompt": "Why is the sky blue?", "1_output": [["Why is the sky blue?", "Rayleigh scattering\n\nRayleigh scattering ( ), named after the 19th-century British physicist Lord Rayleigh (John William Strutt), is the predominantly elastic scattering of light, or other electromagnetic radiation, by particles with a size much smaller than the wavelength of the radiation. For light frequencies well below the resonance frequency of the scattering medium (normal dispersion regime), the amount of scattering is inversely proportional to the fourth power of the wavelength, e.g., a blue color is scattered much more than a red color as light propagates through air.\nRayleigh scattering results from the electric polarizability of the particles. The oscillating electric field of a light wave acts on the charges within a particle, causing them to move at the same frequency. The particle, therefore, becomes a small radiating dipole whose radiation we see as scattered light. The particles may be individual atoms or molecules; it can occur when light travels through transparent solids and liquids, but is most prominently seen in gases.\nRayleigh scattering of sunlight in Earth's atmosphere causes diffuse sky radiation, which is the reason for the blue color of the daytime and twilight sky, as well as the yellowish to reddish hue of the low Sun. Sunlight is also subject to Raman scattering, which changes the rotational state of the molecules and gives rise to polarization effects."]], "1_corpus": "wikipedia"}
 {"tstamp": 1722360252.5966, "task_type": "retrieval", "type": "bothbadvote", "models": ["", ""], "ip": "", "0_conv_id": "1b169b7653ab4c8091ecb4bf186579e2", "0_model_name": "embed-english-v3.0", "0_prompt": "Are there grass or fiber eating birds?", "0_output": [["Are there grass or fiber eating birds?", "Bird\n\nDiet and feeding are varied and often include nectar, fruit, plants, seeds, carrion, and various small animals, including other birds. The digestive system of birds is unique, with a crop for storage and a gizzard that contains swallowed stones for grinding food to compensate for the lack of teeth. Some species such as pigeons and some psittacine species do not have a gallbladder. Most birds are highly adapted for rapid digestion to aid with flight. Some migratory birds have adapted to use protein stored in many parts of their bodies, including protein from the intestines, as additional energy during migration.\nBirds that employ many strategies to obtain food or feed on a variety of food items are called generalists, while others that concentrate time and effort on specific food items or have a single strategy to obtain food are considered specialists. Avian foraging strategies can vary widely by species. Many birds glean for insects, invertebrates, fruit, or seeds. Some hunt insects by suddenly attacking from a branch. Those species that seek pest insects are considered beneficial 'biological control agents' and their presence encouraged in biological pest control programmes. Combined, insectivorous birds eat 400–500 million metric tons of arthropods annually.\nNectar feeders such as hummingbirds, sunbirds, lories, and lorikeets amongst others have specially adapted brushy tongues and in many cases bills designed to fit co-adapted flowers. Kiwis and shorebirds with long bills probe for invertebrates; shorebirds' varied bill lengths and feeding methods result in the separation of ecological niches. Loons, diving ducks, penguins and auks pursue their prey underwater, using their wings or feet for propulsion, while aerial predators such as sulids, kingfishers and terns plunge dive after their prey. Flamingos, three species of prion, and some ducks are filter feeders. Geese and dabbling ducks are primarily grazers."]], "0_corpus": "wikipedia", "1_conv_id": "bf7123c3bf574070873b3438c66a7145", "1_model_name": "mixedbread-ai/mxbai-embed-large-v1", "1_prompt": "Are there grass or fiber eating birds?", "1_output": [["Are there grass or fiber eating birds?", "Bird\n\nDiet and feeding are varied and often include nectar, fruit, plants, seeds, carrion, and various small animals, including other birds. The digestive system of birds is unique, with a crop for storage and a gizzard that contains swallowed stones for grinding food to compensate for the lack of teeth. Some species such as pigeons and some psittacine species do not have a gallbladder. Most birds are highly adapted for rapid digestion to aid with flight. Some migratory birds have adapted to use protein stored in many parts of their bodies, including protein from the intestines, as additional energy during migration.\nBirds that employ many strategies to obtain food or feed on a variety of food items are called generalists, while others that concentrate time and effort on specific food items or have a single strategy to obtain food are considered specialists. Avian foraging strategies can vary widely by species. Many birds glean for insects, invertebrates, fruit, or seeds. Some hunt insects by suddenly attacking from a branch. Those species that seek pest insects are considered beneficial 'biological control agents' and their presence encouraged in biological pest control programmes. Combined, insectivorous birds eat 400–500 million metric tons of arthropods annually.\nNectar feeders such as hummingbirds, sunbirds, lories, and lorikeets amongst others have specially adapted brushy tongues and in many cases bills designed to fit co-adapted flowers. Kiwis and shorebirds with long bills probe for invertebrates; shorebirds' varied bill lengths and feeding methods result in the separation of ecological niches. Loons, diving ducks, penguins and auks pursue their prey underwater, using their wings or feet for propulsion, while aerial predators such as sulids, kingfishers and terns plunge dive after their prey. Flamingos, three species of prion, and some ducks are filter feeders. Geese and dabbling ducks are primarily grazers."]], "1_corpus": "wikipedia"}
 {"tstamp": 1722360320.5742, "task_type": "retrieval", "type": "rightvote", "models": ["", ""], "ip": "", "0_conv_id": "b454985e65da4a54967a4a82ac91170c", "0_model_name": "Alibaba-NLP/gte-Qwen2-7B-instruct", "0_prompt": "Can plants get cancer?", "0_output": [["Can plants get cancer?", "Blue agave\n\nTequila production Tequila is made only from a specific cultivar of Agave tequilana called 'Weber Azul'. The plant is from the Asparagaceae family. This cultivar is larger and blue-gray in color compared to the smaller and green normal A. tequilana. It is a rapid grower and prolific offsetter in keeping with its agricultural advantages. Tequila is produced by removing the heart (piña) of the plant in its seventh to fourteenth year (depending on growth rate and whims of harvester). Harvested piñas normally weigh . This heart is stripped of its leaves and heated to convert the inulin to sugars. Then the roasted core is pressed or crushed to release the sugary clear liquid called aguamiel, which is, in turn, fermented and distilled into alcohol. Tequila is also made with a sugar formulation of 51% agave and 49% other sugars. These tequilas are referred to as Mixtos.\nPathogens affecting the plant\nAs agave production has moved to an industrial scale since the end of the 1980s, diseases and pests, collectively referred to as TMA (tristeza y muerte de agave, \"wilting and death of agave\"), have hit the crops. Through the 1990s, diseases spread, particularly Fusarium fungi and Erwinia bacteria, exacerbated by the low genetic diversity of the agave plants. Other problems include the agave weevil, Scyphophorus acupunctatus, and a fungus, Thielaviopsis paradoxa.\nAccording to a 2004 study, additional pathogens, Erwinia carotovora, Enterobacter agglomerans, Pseudomonas mendocina, and Serratia spp. are responsible for continued rot."]], "0_corpus": "wikipedia", "1_conv_id": "8e0a2106198b416899abf77d45576c31", "1_model_name": "voyage-multilingual-2", "1_prompt": "Can plants get cancer?", "1_output": [["Can plants get cancer?", "List of unproven and disproven cancer treatments\n\nVenus flytrap – a carnivorous plant, the extract of which is promoted as a treatment for a variety of human ailments including skin cancer. According to the American Cancer Society, \"available scientific evidence does not support claims that extract from the Venus flytrap plant is effective in treating skin cancer or any other type of cancer\".\nWalnuts – large, hard edible seeds of any tree of the genus Juglans. Black walnut has been promoted as a cancer cure on the basis it kills a \"parasite\" responsible for the disease. However, according to the American Cancer Society, \"available scientific evidence does not support claims that hulls from black walnuts remove parasites from the intestinal tract or that they are effective in treating cancer or any other disease\".\nWheatgrass – a food made from grains of wheat. According to the American Cancer Society, although some wheatgrass champions claim it can \"shrink\" cancer tumors, \"available scientific evidence does not support the idea that wheatgrass or the wheatgrass diet can cure or prevent disease\".\nWild yam (or Chinese yam) – types of yam, the roots of which are made into creams and dietary supplements that are promoted for a variety of medicinal purposes, including cancer prevention. The American Cancer Society says of these products, \"available scientific evidence does not support claims that they are safe or effective.\""]], "1_corpus": "wikipedia"}
+{"tstamp": 1722360986.7523, "task_type": "retrieval", "type": "rightvote", "models": ["", ""], "ip": "", "0_conv_id": "0cf03b7dcc2d4c42aaec89dce08c87b5", "0_model_name": "nomic-ai/nomic-embed-text-v1.5", "0_prompt": "What is inpars?", "0_output": [["What is inpars?", "Title: On the conical refraction of hydromagnetic waves in plasma with anisotropic thermal pressure\n\nAbstract: A phenomenon analogous to the conical refraction widely known in the crystalooptics and crystaloacoustics is discovered for the magnetohydrodynamical waves in the collisionless plasma with anisotropic thermal pressure. Angle of the conical refraction is calculated for the medium under study which is predicted to be $18^{\\circ}26^{\\prime}$. Possible experimental corroborating of the discovered phenomenon is discussed."]], "0_corpus": "arxiv", "1_conv_id": "ea89ad4b67514cca9ee93d3de356758b", "1_model_name": "BM25", "1_prompt": "What is inpars?", "1_output": [["What is inpars?", "Title: InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval\n\nAbstract: Recently, InPars introduced a method to efficiently use large language models (LLMs) in information retrieval tasks: via few-shot examples, an LLM is induced to generate relevant queries for documents. These synthetic query-document pairs can then be used to train a retriever. However, InPars and, more recently, Promptagator, rely on proprietary LLMs such as GPT-3 and FLAN to generate such datasets. In this work we introduce InPars-v2, a dataset generator that uses open-source LLMs and existing powerful rerankers to select synthetic query-document pairs for training. A simple BM25 retrieval pipeline followed by a monoT5 reranker finetuned on InPars-v2 data achieves new state-of-the-art results on the BEIR benchmark. To allow researchers to further improve our method, we open source the code, synthetic data, and finetuned models: https://github.com/zetaalphavector/inPars/tree/master/tpu"]], "1_corpus": "arxiv"}

data/retrieval_individual-8d38bb89-1e1a-471a-8b9e-35c1f784690e.jsonl

@@ -0,0 +1,8 @@
+{"tstamp": 1722360990.7262, "task_type": "retrieval", "type": "chat", "model": "text-embedding-3-large", "gen_params": {}, "start": 1722360989.8974, "finish": 1722360990.7262, "ip": "", "conv_id": "8dd140ed71f14063ba2571d22c9bdf24", "model_name": "text-embedding-3-large", "prompt": "where does the president get authority to issue executive orders", "output": [["where does the president get authority to issue executive orders", "Executive order\n\nPresidential executive orders, once issued, remain in force until they are canceled, revoked, adjudicated unlawful, or expire on their terms. At any time, the president may revoke, modify or make exceptions from any executive order, whether the order was made by the current president or a predecessor. Typically, a new president reviews in-force executive orders in the first few weeks in office.\nBasis in the United States Constitution\nThe United States Constitution does not have a provision that explicitly permits the use of executive orders. ArticleII, Section1, Clause1 of the Constitution simply states: \"The executive Power shall be vested in a President of the United States of America.\" Sections2 and3 describe the various powers and duties of the president, including \"He shall take care that the Laws be faithfully executed\".\nThe U.S. Supreme Court has held that all executive orders from the president of the United States must be supported by the Constitution, whether from a clause granting specific power, or by Congress delegating such to the executive branch. Specifically, such orders must be rooted in Article II of the US Constitution or enacted by the Congress in statutes. Attempts to block such orders have been successful at times, when such orders either exceeded the authority of the president or could be better handled through legislation."]], "corpus": "wikipedia"}
+{"tstamp": 1722360990.7262, "task_type": "retrieval", "type": "chat", "model": "BM25", "gen_params": {}, "start": 1722360989.8974, "finish": 1722360990.7262, "ip": "", "conv_id": "08142cf3b4274d6e9c15ea61175cb41a", "model_name": "BM25", "prompt": "where does the president get authority to issue executive orders", "output": [["where does the president get authority to issue executive orders", "Executive order\n\nPresidential executive orders, once issued, remain in force until they are canceled, revoked, adjudicated unlawful, or expire on their terms. At any time, the president may revoke, modify or make exceptions from any executive order, whether the order was made by the current president or a predecessor. Typically, a new president reviews in-force executive orders in the first few weeks in office.\nBasis in the United States Constitution\nThe United States Constitution does not have a provision that explicitly permits the use of executive orders. ArticleII, Section1, Clause1 of the Constitution simply states: \"The executive Power shall be vested in a President of the United States of America.\" Sections2 and3 describe the various powers and duties of the president, including \"He shall take care that the Laws be faithfully executed\".\nThe U.S. Supreme Court has held that all executive orders from the president of the United States must be supported by the Constitution, whether from a clause granting specific power, or by Congress delegating such to the executive branch. Specifically, such orders must be rooted in Article II of the US Constitution or enacted by the Congress in statutes. Attempts to block such orders have been successful at times, when such orders either exceeded the authority of the president or could be better handled through legislation."]], "corpus": "wikipedia"}
+{"tstamp": 1722361000.4865, "task_type": "retrieval", "type": "chat", "model": "GritLM/GritLM-7B", "gen_params": {}, "start": 1722360999.4674, "finish": 1722361000.4865, "ip": "", "conv_id": "4dba0b2da25d4805af526e0851c3b23d", "model_name": "GritLM/GritLM-7B", "prompt": "is there horse riding in the commonwealth games", "output": [["is there horse riding in the commonwealth games", "2022 Commonwealth Games\n\nThe charter also establishes the list of optional sports and disciplines that can be chosen by the organisation of each edition: archery (recurve), basketball (3x3 or 5x5), beach volleyball, cycling (mountain bike and track), rhythmic gymnastics, and shooting (clay target, full bore, small bore and pistol). This same rule also establishes that the following events for athletes with disabilities are optional: wheelchair basketball (3x3), para track-cycling, para-table tennis and para-triathlon. Including compulsory and optional sports (disciplines), there shall be no more than 4 team sports on the programme of a Commonwealth Games. If basketball (3x3) is selected from the pool of optional sports, basketball (wheelchair para 3x3) becomes an obligatory event (or vice versa), in which case the sport of basketball shall be considered as one team sport. In cases when cricket is selected from the pool of optional sports, wheelchair basketball also becomes a part of the programme and can be an exception to the 4 team sports limit. Respecting local demands, an extra sport or some extra events can be included in this list, but they have to be approved by the Commonwealth Games Federation two years before that edition is held. The current rules also determine gender parity, whereby men and women have an equal (or broadly equal) share of events.\nInput to list of disciplines\nOn 22 December 2017, the BBC reported that the organisers of the games were in talks with the International Cricket Council (ICC) about the inclusion of women's cricket. In November 2018, the ICC confirmed that they have submitted a bid to include women's cricket in the Games. The bid was made in partnership with the England and Wales Cricket Board (ECB).\nIt was also reported that shooting was likely to be excluded from the games citing a lack of facilities around Birmingham. Shooting has been included at every Commonwealth Games since Christchurch 1974. In January 2018, the dropping of shooting from the games programme was confirmed by the then CEO of the CGF David Grevemberg. In December 2018, The International Shooting Sport Federation (ISSF) delegation including President of ISSF Vladimir Lisin and CEO of British Shooting (BS) Hamish McInnes visited Birmingham and discussed with the Birmingham organising committee to add shooting in the 2022 Commonwealth Games."]], "corpus": "wikipedia"}
+{"tstamp": 1722361000.4865, "task_type": "retrieval", "type": "chat", "model": "BAAI/bge-large-en-v1.5", "gen_params": {}, "start": 1722360999.4674, "finish": 1722361000.4865, "ip": "", "conv_id": "2ca502805f904f539974dfd98378cce1", "model_name": "BAAI/bge-large-en-v1.5", "prompt": "is there horse riding in the commonwealth games", "output": [["is there horse riding in the commonwealth games", "Equestrian events at the 2024 Summer Olympics\n\nThe equestrian events at the 2024 Summer Olympics in Paris are scheduled to run from 27 July to 6 August at the Palace of Versailles, featuring 200 riders across three disciplines for both individual and team competitions, namely dressage, eventing, and jumping."]], "corpus": "wikipedia"}
+{"tstamp": 1722361038.5834, "task_type": "retrieval", "type": "chat", "model": "sentence-transformers/all-MiniLM-L6-v2", "gen_params": {}, "start": 1722361038.2117, "finish": 1722361038.5834, "ip": "", "conv_id": "7b3d76fe6daf4381b9a8519b82141856", "model_name": "sentence-transformers/all-MiniLM-L6-v2", "prompt": "A novel method for video-text retrieval combining hierarchical transformers and momentum contrast.", "output": [["A novel method for video-text retrieval combining hierarchical transformers and momentum contrast.", "Title: Mesoscopic conductance fluctuations and noise in disordered Majorana wires\n\nAbstract: Superconducting wires with broken time-reversal and spin-rotational symmetries can exhibit two distinct topological gapped phases and host bound Majorana states at the phase boundaries. When the wire is tuned to the transition between these two phases and the gap is closed, Majorana states become delocalized leading to a peculiar critical state of the system. We study transport properties of this critical state as a function of the length $L$ of a disordered multichannel wire. Applying a non-linear supersymmetric sigma model of symmetry class D with two replicas, we identify the average conductance, its variance and the third cumulant in the whole range of $L$ from the Ohmic limit of short wires to the regime of a broad conductance distribution when $L$ exceeds the correlation length of the system. In addition, we calculate the average shot noise power and variance of the topological index for arbitrary $L$. The general approach developed in the paper can also be applied to study combined effects of disorder and topology in wires of other symmetries."]], "corpus": "arxiv"}
+{"tstamp": 1722361038.5834, "task_type": "retrieval", "type": "chat", "model": "BM25", "gen_params": {}, "start": 1722361038.2117, "finish": 1722361038.5834, "ip": "", "conv_id": "903247bd91c448ed83848d187572be07", "model_name": "BM25", "prompt": "A novel method for video-text retrieval combining hierarchical transformers and momentum contrast.", "output": [["A novel method for video-text retrieval combining hierarchical transformers and momentum contrast.", "Title: HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval\n\nAbstract: Video-Text Retrieval has been a hot research topic with the growth of multimedia data on the internet. Transformer for video-text learning has attracted increasing attention due to its promising performance. However, existing cross-modal transformer approaches typically suffer from two major limitations: 1) Exploitation of the transformer architecture where different layers have different feature characteristics is limited; 2) End-to-end training mechanism limits negative sample interactions in a mini-batch. In this paper, we propose a novel approach named Hierarchical Transformer (HiT) for video-text retrieval. HiT performs Hierarchical Cross-modal Contrastive Matching in both feature-level and semantic-level, achieving multi-view and comprehensive retrieval results. Moreover, inspired by MoCo, we propose Momentum Cross-modal Contrast for cross-modal learning to enable large-scale negative sample interactions on-the-fly, which contributes to the generation of more precise and discriminative representations. Experimental results on the three major Video-Text Retrieval benchmark datasets demonstrate the advantages of our method."]], "corpus": "arxiv"}
+{"tstamp": 1722361071.1659, "task_type": "retrieval", "type": "chat", "model": "BAAI/bge-large-en-v1.5", "gen_params": {}, "start": 1722361070.989, "finish": 1722361071.1659, "ip": "", "conv_id": "3c3a4549074247cab76ed86f845da629", "model_name": "BAAI/bge-large-en-v1.5", "prompt": "is aac free to use?", "output": [["is aac free to use?", "Stackoverflow Stackexchange\n\nQ: AAC/MP3 Licensing If I use the audio decoding libraries included in iPhoneOS (ex. AVAudioPlayer). Do I still have to pay for a license from Thomson, or VIA Licensing to legally decode AAC or MP3 files in my app?\nEdit: \nI was unable to find an exact answer from ADC(they did not know), and I am also curious about audio library's on other platforms (Windows, Mac, Android...) So I am adding a bounty to this question.\n\nA: No you do not. Apple already pays licensing fees in proportion to the number of devices they sell, for all codecs they support. As long as you use the public API:s that Apple provide your fees are covered.\nIf you where to bundle your own decoding software in your application, only then would you need to pay licenses, and in proportion to the number of copies to distribute.\nJust don't, the decoders Apple provide are not only free of charge to use, they are hardware accelerated for better performance, and less battery consumption.\n"]], "corpus": "stackexchange"}
+{"tstamp": 1722361071.1659, "task_type": "retrieval", "type": "chat", "model": "mixedbread-ai/mxbai-embed-large-v1", "gen_params": {}, "start": 1722361070.989, "finish": 1722361071.1659, "ip": "", "conv_id": "80f12312a02845e69215eafba9a637ee", "model_name": "mixedbread-ai/mxbai-embed-large-v1", "prompt": "is aac free to use?", "output": [["is aac free to use?", "Stackoverflow Stackexchange\n\nQ: AAC/MP3 Licensing If I use the audio decoding libraries included in iPhoneOS (ex. AVAudioPlayer). Do I still have to pay for a license from Thomson, or VIA Licensing to legally decode AAC or MP3 files in my app?\nEdit: \nI was unable to find an exact answer from ADC(they did not know), and I am also curious about audio library's on other platforms (Windows, Mac, Android...) So I am adding a bounty to this question.\n\nA: No you do not. Apple already pays licensing fees in proportion to the number of devices they sell, for all codecs they support. As long as you use the public API:s that Apple provide your fees are covered.\nIf you where to bundle your own decoding software in your application, only then would you need to pay licenses, and in proportion to the number of copies to distribute.\nJust don't, the decoders Apple provide are not only free of charge to use, they are hardware accelerated for better performance, and less battery consumption.\n"]], "corpus": "stackexchange"}

data/sts_individual-8d38bb89-1e1a-471a-8b9e-35c1f784690e.jsonl

@@ -0,0 +1,2 @@
+{"tstamp": 1722361062.1103, "task_type": "sts", "type": "chat", "model": "text-embedding-3-large", "gen_params": {}, "start": 1722361061.4332, "finish": 1722361062.1103, "ip": "", "conv_id": "4e588cb43f8f4cc09b4fb9dbb387ae72", "model_name": "text-embedding-3-large", "txt0": "Forecasting has been easier recently due to the updated process we have today.", "txt1": "The estimating challenges retailers go up against have been intensified as of late by item multiplication in practically every classification.", "txt2": "The forecasting challenges retailers confront have been amplified in recent years by product proliferation in almost every category.", "output": ""}
+{"tstamp": 1722361062.1103, "task_type": "sts", "type": "chat", "model": "Salesforce/SFR-Embedding-2_R", "gen_params": {}, "start": 1722361061.4332, "finish": 1722361062.1103, "ip": "", "conv_id": "9a17451afc00432d8d948ed9b4423baa", "model_name": "Salesforce/SFR-Embedding-2_R", "txt0": "Forecasting has been easier recently due to the updated process we have today.", "txt1": "The estimating challenges retailers go up against have been intensified as of late by item multiplication in practically every classification.", "txt2": "The forecasting challenges retailers confront have been amplified in recent years by product proliferation in almost every category.", "output": ""}