Welcome to ServiceNow's page on HuggingFace!
\nServiceNow® is the AI platform for business transformation. We bring\nintelligence to every corner of your business by offering a single,\ncloud-based platform that combines AI, data, and workflows to help\nenterprises automate and manage critical processes across IT, HR,\nsecurity, and more. For more information on our company and its\nproducts, visit our corporate website: ServiceNow - Put AI to\nWork.
\nOn this site here, you will find open-source publications, including work from our\nfundamental AI research team.\nYou can also find more open-source publications on our GitHub\norganization.
\nDiscover below a few of the projects we're especially proud to showcase.
\nBenchmarks
\nBigDocsBench\nis a benchmark designed to evaluate VLM document understanding at scale.
\nBrowserGym\nLeaderboard\nwas created to evaluate LLMs, VLMs, and agents on web navigation tasks.
\nUI-Vision, a\nbenchmark for GUI visual grounding.
\nModels
\nBigCode is an open scientific\ncollaboration focused on the responsible development of LLM for code. It\naddresses the lack of transparency in LLM development by promoting open\ngovernance, open datasets, and collaborative research.
\nStarCoder is a\nstate-of-the-art, 15 B-parameter open-source language model for code,\ntrained on 1 trillion tokens extracted from GitHub repositories spanning\nover 80 programming languages, and it achieves top performance on\nbenchmarks like HumanEval---surpassing both open and closed-source\nalternatives---while offering an extensive 8K+ context window and\nenhanced safety features like PII redaction and attribution tracing.
\nApriel-Nemotron-15b-Thinker,\na 15B-parameter reasoning model in ServiceNow's Apriel SLM series,\ndelivering state-of-the-art performance on both enterprise and academic\nbenchmarks while using only half the memory of larger models.
\nStarVector, a\ncode-driven image generation framework.
\nAlignVLM, a VLM that adapts\nvisual features for large language models
\nDatasets
\nThe Stack v2 is\nthe largest open-access pretraining dataset for code-focused\nLLMs---featuring 67.5 TB (≈900 billion tokens) of meticulously curated,\ndeduplicated, and cleaned source code---enabling next-gen models like\nStarCoder2 to train effectively at scale.
\nRepliqa is a\nhuman-curated evaluation dataset designed to test how well LLMs use\ncontextual information from provided documents. It contains\ncontext--question--answer triplets based on realistic but fictional\ndocuments about invented people, places, and events---removing the\nchance for models to rely on memorized facts.
\n","classNames":"hf-sanitized hf-sanitized-ucYZ9LCi_K7UdkAd8RJKn"},"users":[{"_id":"62f6691f329d4d014d1b4087","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1660315866736-noauth.jpeg","isPro":false,"fullname":"David Vazquez","user":"dvazquez","type":"user"},{"_id":"63996524351eb5169cc9b0cc","avatarUrl":"/avatars/0d1598413ae658a7be377c02a9a06e1d.svg","isPro":false,"fullname":"Sebast","user":"sebpaquet","type":"user"},{"_id":"60ecaa5efee13fee7ada7af4","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1637694419284-60ecaa5efee13fee7ada7af4.jpeg","isPro":false,"fullname":"Torsten Scholak","user":"tscholak","type":"user"},{"_id":"642f99079b2484d7d857341b","avatarUrl":"/avatars/01965cc5a5dbe9c08025a51973462a6a.svg","isPro":false,"fullname":"Sai Rajeswar","user":"rajeswarsai","type":"user"},{"_id":"62d9a30cbfc8699e098791c5","avatarUrl":"/avatars/c80cf773f436748c992d76ca042dd5fb.svg","isPro":false,"fullname":"Raymond Li","user":"RaymondLi","type":"user"},{"_id":"6449632d86e837e3d5846d08","avatarUrl":"/avatars/528145b3d84b1badb9a0d15e3f6b484d.svg","isPro":false,"fullname":"Nicolas Gontier","user":"nicogontier","type":"user"},{"_id":"64514cb6c5d273f954808a0f","avatarUrl":"/avatars/4da25d8ccff4408bcec36b1c7c377983.svg","isPro":false,"fullname":"Jon Sigler","user":"Jonsig","type":"user"},{"_id":"645a8e8be7e8a4b57bda642e","avatarUrl":"/avatars/ed617ef804a5f3863cc496a5284c88a9.svg","isPro":false,"fullname":"Luke Kumar","user":"nitsanluke","type":"user"},{"_id":"646cc16b94eb019a96e1fb2e","avatarUrl":"/avatars/31f168a6c1ec45eb0c784d9119c1b9bf.svg","isPro":false,"fullname":"Pierre-Andre Noel","user":"PierreAndreNoel","type":"user"},{"_id":"6484d76cd86bf0201eb73498","avatarUrl":"/avatars/609581e70887e298e340fd5549b5b094.svg","isPro":false,"fullname":"Miguel Muñoz","user":"mmunozm","type":"user"},{"_id":"648b43f8085e3bb616eed139","avatarUrl":"/avatars/41487af3a14507fb6c21885e9e57172c.svg","isPro":false,"fullname":"Perouz Taslakian","user":"Perouz","type":"user"},{"_id":"64a3d9d1d9dd1da350959172","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/64a3d9d1d9dd1da350959172/yhVxmM_IGMRBi_yklN_Tg.jpeg","isPro":false,"fullname":"Vikas Reddy","user":"VikasReddyKapu","type":"user"},{"_id":"64ac5d977b5ff76277f146bd","avatarUrl":"/avatars/d01ca3ecc554c6a8e4d014010d111e6f.svg","isPro":false,"fullname":"Étienne Marcotte","user":"marcotet","type":"user"},{"_id":"64ba9dcf6f0b2cf16bd57130","avatarUrl":"/avatars/232450506dc173269215003a354b1310.svg","isPro":false,"fullname":"Georges Belanger Albarran","user":"gebelangsn","type":"user"},{"_id":"6454b7601a543cf97b1add68","avatarUrl":"/avatars/485ca04a5353046ebf3972357a17f976.svg","isPro":false,"fullname":"Valentina Zantedeschi","user":"vzantedeschi","type":"user"},{"_id":"64e7ac350c47bf287ca307ef","avatarUrl":"/avatars/b36c727cbb983615e2dada2ef769639b.svg","isPro":false,"fullname":"Fanny Riols","user":"Nny042","type":"user"},{"_id":"62cee0be26c94b14317066ef","avatarUrl":"/avatars/68cd573b9d5bb7d2467c4c5ae21570d6.svg","isPro":false,"fullname":"Christian Hudon","user":"chrish42","type":"user"},{"_id":"64f8ecbbfbbfe40336416835","avatarUrl":"/avatars/70019d2838946b67f657eadee2888b58.svg","isPro":false,"fullname":"Tianyi Chen","user":"tianyich","type":"user"},{"_id":"64ff4fa3efd273eec76258c0","avatarUrl":"/avatars/d390c1c58a8f490edaabff6c52af01b4.svg","isPro":false,"fullname":"chris tyler","user":"ctyler3030","type":"user"},{"_id":"652570b48a7f90b608284d79","avatarUrl":"/avatars/8f888b260af94aafaaa76965ecadee52.svg","isPro":false,"fullname":"Luke Kasper","user":"Kasperitis","type":"user"},{"_id":"65826e30d73d6402f7ac515e","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/65826e30d73d6402f7ac515e/NjUQbyfMCWNjb5tVXTxKk.jpeg","isPro":false,"fullname":"Chao Wang","user":"erikchwang","type":"user"},{"_id":"645408f813dba495b2e016e2","avatarUrl":"/avatars/49df8c12a68df5fd2b36e5f797f4752a.svg","isPro":false,"fullname":"Alexandre Drouin","user":"aldro61","type":"user"},{"_id":"62dea51feee79ca5ef8f834a","avatarUrl":"/avatars/17e9356625785622762874fe96900599.svg","isPro":false,"fullname":"Denis Kocetkov","user":"denisko","type":"user"},{"_id":"65c27c201b5b51dd4814fcd2","avatarUrl":"/avatars/c456aa966417b7f7f04734e05488d439.svg","isPro":false,"fullname":"Abhay Puri","user":"abhaypuri98","type":"user"},{"_id":"65c2aa4ee272bf45aaf81af5","avatarUrl":"/avatars/303ad7a017a6a3ec25190e99a2e74560.svg","isPro":false,"fullname":"Marc-Etienne Brunet","user":"marc-brunet","type":"user"},{"_id":"63402d057f1d7eaa485e96f5","avatarUrl":"/avatars/7441b51fac4e6656b321d81f42d7b011.svg","isPro":false,"fullname":"Daniel Tremblay","user":"danieltremblay","type":"user"},{"_id":"659205a0c0b1372b2e012759","avatarUrl":"/avatars/cafc5c13935f3bb405590a8012efa946.svg","isPro":false,"fullname":"Stefania Raimondo","user":"Lakhesis","type":"user"},{"_id":"61800d8d71b0c6f5de2dcdf2","avatarUrl":"/avatars/8379be160563cbfaacfd1a7d571c2025.svg","isPro":false,"fullname":"amine elhattami sn","user":"SnAmineElhattami","type":"user"},{"_id":"630a9d0665a977feb9a03718","avatarUrl":"/avatars/ecc971478acbf6550d889a03609f0070.svg","isPro":false,"fullname":"Saloni Mittal","user":"salmitta","type":"user"},{"_id":"61e9c0776735d3a73e29106e","avatarUrl":"/avatars/b510da283c65ff860b05fb44e462eed9.svg","isPro":false,"fullname":"Fanny Rancourt","user":"fannyrancourt","type":"user"},{"_id":"65de77181bfb017644456233","avatarUrl":"/avatars/5805d26d671a971598aa8f5c5a929acb.svg","isPro":false,"fullname":"Akshay Kalkunte","user":"akshaykalkunte-now","type":"user"},{"_id":"6602ee0f288c24d73a4f994d","avatarUrl":"/avatars/7d30b6a49551e2a26c102fe852e86cdf.svg","isPro":false,"fullname":"Yanick Chénard","user":"yanickchenard","type":"user"},{"_id":"6614578cd8148d0b6651d8ad","avatarUrl":"/avatars/8e7e0fc813f04d8ee9e09e4e741f1ea8.svg","isPro":false,"fullname":"Stefania Raimondo","user":"snr-etl","type":"user"},{"_id":"661708ddd5db35ab21925ff4","avatarUrl":"/avatars/55db3307ae86c636f4f475aa97c185e3.svg","isPro":false,"fullname":"Shiva Krishna Reddy Malay","user":"shivakrishnareddymalay","type":"user"},{"_id":"6632f3f91cfb4607af5cbc5d","avatarUrl":"/avatars/97b18bfadae9e65d438737df18fde9a2.svg","isPro":false,"fullname":"Jordan","user":"jpt-sn","type":"user"},{"_id":"66855306fe857bb0701b57e3","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/66855306fe857bb0701b57e3/rWPqlhLSZoKHY2KEFjLz3.png","isPro":false,"fullname":"Gabrielle Gauthier Melancon","user":"gabegma","type":"user"},{"_id":"66974c3007b36ccd0149f512","avatarUrl":"/avatars/a99b3f149aebd9210df1f03f6f8dc564.svg","isPro":false,"fullname":"Shubham Sharma","user":"shubha-sharma","type":"user"},{"_id":"669d6f8e8ba8ed8d61634bce","avatarUrl":"/avatars/58752dd0d645db2d98b389287ff690e4.svg","isPro":false,"fullname":"tanran zheng","user":"zhengtr","type":"user"},{"_id":"64062855692855e65ae31688","avatarUrl":"/avatars/e35d22a037b8b35422d3ee982f133076.svg","isPro":false,"fullname":"Issam Laradji","user":"issamlaradji","type":"user"},{"_id":"65fb7b1c876d4642e8340e95","avatarUrl":"/avatars/c258c4528315243b98c1e60ba398e98b.svg","isPro":false,"fullname":"Dheeraj Vattikonda","user":"Dheeraj46329","type":"user"},{"_id":"64835e8dc826244a1fdee5ae","avatarUrl":"/avatars/71c8456ff94a2493d4e75a9581aed184.svg","isPro":false,"fullname":"Shubham Gupta","user":"shubhamg30","type":"user"},{"_id":"66231de9609d7a39a1df5e06","avatarUrl":"/avatars/2135a723ea94ac670d389caaad388f51.svg","isPro":false,"fullname":"Megh Thakkar","user":"meghsn","type":"user"},{"_id":"64467562f27198480f196aa6","avatarUrl":"/avatars/7c1ab898671056bde4af4b84c5e9a08e.svg","isPro":false,"fullname":"Alexandre Lacoste","user":"recursix","type":"user"},{"_id":"6671e06d6d27e245f625b7e2","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/6671e06d6d27e245f625b7e2/alb0_Tlo8IOBDShWwMQrs.png","isPro":false,"fullname":"Léo Boisvert","user":"jardinet-souffleton","type":"user"},{"_id":"65ca8745d64d82c92fa7c71f","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/65ca8745d64d82c92fa7c71f/xayDYjs_LoAsa8BEgDlhb.jpeg","isPro":false,"fullname":"G","user":"spandanagella","type":"user"},{"_id":"6758937a0cd514d752861d98","avatarUrl":"/avatars/1c4df74037de6a5fd800e122edf1c09d.svg","isPro":false,"fullname":"tdl","user":"docintel","type":"user"},{"_id":"63be75e724e75d1efdf6ae36","avatarUrl":"/avatars/62d031d7fdb0d0747476d52c78dcdb18.svg","isPro":false,"fullname":"Oleksiy Ostapenko","user":"ostapeno","type":"user"},{"_id":"611d5156dcea95fcbbc5638a","avatarUrl":"/avatars/365fd5d2a5b79d52f42059f9c08c3422.svg","isPro":false,"fullname":"Mihir Bansal","user":"mihir86","type":"user"},{"_id":"65f2cbded8a0a29fe3aa2345","avatarUrl":"/avatars/9c056d367d9ce8e2ee74317d51809051.svg","isPro":false,"fullname":"Rajesh","user":"rajeshdansena","type":"user"},{"_id":"66235cae4395651309347c47","avatarUrl":"/avatars/843e7b7d35505c140f6f34f27f0e3b95.svg","isPro":false,"fullname":"sravan ramachandran","user":"sravanramachandran","type":"user"},{"_id":"62d913739a5353eef9d7edf3","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/62d913739a5353eef9d7edf3/pRgen2izGJle3ahupOdC7.jpeg","isPro":false,"fullname":"Aman Tiwari","user":"amant555","type":"user"},{"_id":"679b08e8f32c7d361ba892a1","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/679b08e8f32c7d361ba892a1/IS0JjoY-TXkS4hbruwPXL.jpeg","isPro":false,"fullname":"Aryan Narang","user":"aryannarang","type":"user"},{"_id":"6605060d23e2e74daa9e7d6a","avatarUrl":"/avatars/44041ca35d4817dfe8dc95cb92ebbb93.svg","isPro":false,"fullname":"bharadwaj yadati","user":"bharadwajymg","type":"user"},{"_id":"64626e57514ee1645bd0c1d1","avatarUrl":"/avatars/04d3cbc5b827bfe7ac5d66f1d820a24f.svg","isPro":false,"fullname":"bill stout","user":"billstout","type":"user"},{"_id":"65036ffdb96045f918094fd6","avatarUrl":"/avatars/d57ceb8ced01b15f9321f6516d321a87.svg","isPro":false,"fullname":"Pulkit Pattnaik","user":"pulpat","type":"user"},{"_id":"6684666a42cbc4ce0b382b7e","avatarUrl":"/avatars/7f2cfcdfaf927eb56938e0b5135c90f3.svg","isPro":false,"fullname":"Iris Bao","user":"bjhbbb","type":"user"},{"_id":"607f060442beb4da0f990182","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/607f060442beb4da0f990182/j5W2tLyU6JqkaTf3kv66s.jpeg","isPro":false,"fullname":"Patrice Bechard","user":"patricebechard","type":"user"},{"_id":"6571b5fb9b8fb86868c5b5c3","avatarUrl":"/avatars/1b7714961ae97c812fabbf94807e241c.svg","isPro":false,"fullname":"Vidhan Jhawar","user":"Vidhanjhawar","type":"user"},{"_id":"64895ed451b69a8c82f493a4","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/64895ed451b69a8c82f493a4/0G3lDWoVWiFuFmPfXPKfQ.jpeg","isPro":false,"fullname":"Seganrasan Subramanian","user":"Seganrasan","type":"user"},{"_id":"67a254f0aad4ef82acf649ff","avatarUrl":"/avatars/dae66fc26030070368867ac7a98c27d2.svg","isPro":false,"fullname":"Tunde Oladipo","user":"TundeAtSN","type":"user"},{"_id":"661ee8ae12bb506e4e54bb50","avatarUrl":"/avatars/69572d9ac879879fef4e22aff6e11432.svg","isPro":false,"fullname":"Katrina Stankiewicz","user":"kstankiewicz","type":"user"},{"_id":"671022c1243baf4c58e73f90","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/no-auth/0poea_0J339mqYClFDFDy.png","isPro":false,"fullname":"Jagath Sai Narayana Kakaraparty","user":"jagathsainarayana","type":"user"},{"_id":"671097022428c22cf6fd6ce5","avatarUrl":"/avatars/9aadb3eaf7f3a95e1383839b445f48f1.svg","isPro":false,"fullname":"Sai Akhil Podduturi","user":"saiakhilp","type":"user"},{"_id":"667521b4585f2bf570950584","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/667521b4585f2bf570950584/e7R-SoPu1nuG-Pb90qU4E.jpeg","isPro":false,"fullname":"Jaykumar Kasundra","user":"JayKasundraSNOW","type":"user"},{"_id":"66209e9e50fab5fc318886ac","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/66209e9e50fab5fc318886ac/uNmQvM3SjU3ZEX_up8l10.jpeg","isPro":false,"fullname":"Bharath Venkatesh","user":"bharath-venkatesh","type":"user"},{"_id":"659f7639b62804e6f43b3c27","avatarUrl":"/avatars/70dd35c2334f22262f45c0bd57fdd831.svg","isPro":false,"fullname":"vikasd","user":"svdsnow","type":"user"},{"_id":"66845714d4e3eff8e18d8dda","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/noauth/-LV096QGIbXnGGjjCad4a.jpeg","isPro":false,"fullname":"Nifemi Bamgbose","user":"onifemibam","type":"user"},{"_id":"66327d4a4df7798719e5b9d9","avatarUrl":"/avatars/130d8f8a80038ef46f1b38756aebc318.svg","isPro":false,"fullname":"Partha Mukherjee","user":"parthasm","type":"user"},{"_id":"64a3bbc378edd17f9652bf3b","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/64a3bbc378edd17f9652bf3b/XJM8hvtNUxRSMrWvznLHT.jpeg","isPro":false,"fullname":"Amit Kumar Saha","user":"amitsaha","type":"user"},{"_id":"66a41f3c1d52bffc13c285a5","avatarUrl":"/avatars/ea41ddd50d96a0cd45acd9dc0a362072.svg","isPro":false,"fullname":"Shruthan Radhakrishna","user":"shruthan-r","type":"user"},{"_id":"64dfc1718a74b7a58257fb5a","avatarUrl":"/avatars/4082db3381ecd981b012d87d68385971.svg","isPro":false,"fullname":"Khalil Slimi","user":"KhalilSlimi","type":"user"},{"_id":"663d2e40ec1aafe3d6538dd4","avatarUrl":"/avatars/eb47112f7ac80f8f3f63f570a4c39a8c.svg","isPro":false,"fullname":"Tiffany Do","user":"tiffanydo","type":"user"},{"_id":"67981acb348cffd576d1e762","avatarUrl":"/avatars/ce6e429d499936ba3ab2219a76aa80d7.svg","isPro":false,"fullname":"Hannah Kuo","user":"hannahkuo06","type":"user"},{"_id":"66756bbd7d43ca7ee5d128c0","avatarUrl":"/avatars/96cf35e81e70649156023c43209a9fdf.svg","isPro":false,"fullname":"Luke H","user":"Gav-1scon","type":"user"},{"_id":"6494b0aac6839b5c223784a9","avatarUrl":"/avatars/60fa04fabd33269c1f958b7823b76de5.svg","isPro":false,"fullname":"Kartikeya Bagalore","user":"Kartik305","type":"user"},{"_id":"662ac24268ed7bbf40721d0a","avatarUrl":"/avatars/8c63984721723681d9b1d65b2e0e19c6.svg","isPro":false,"fullname":"Hari Subramani","user":"Hari-sub","type":"user"},{"_id":"650e256f463e7e33e9537b27","avatarUrl":"/avatars/71af56c4665b4c7e02dbf3fdd8922d38.svg","isPro":false,"fullname":"Khyati Mahajan","user":"khyati-mahajan","type":"user"},{"_id":"6626d26b8a19c27042f6c622","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/6626d26b8a19c27042f6c622/q3dv7btqvhgDT_jQ4rr-p.jpeg","isPro":false,"fullname":"Brad Cleveland","user":"bradnow","type":"user"},{"_id":"67c1dcf3df290d1fbb261492","avatarUrl":"/avatars/fc3ddc5799f6fdd7d8f93109445f3a50.svg","isPro":false,"fullname":"Sai Nishanth Padala","user":"sainish96","type":"user"},{"_id":"64858d296121946cf1e4003c","avatarUrl":"/avatars/210218d2fb7b216ff872771890422052.svg","isPro":false,"fullname":"Ravindra Guntur","user":"ravigun","type":"user"},{"_id":"646f8804d742e9ef651f3420","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/noauth/Ah9RCYo0F9zr7chs2O7Ic.jpeg","isPro":false,"fullname":"Gabriel Huang","user":"llmd","type":"user"},{"_id":"6697bc94c15a4f7037afbddb","avatarUrl":"/avatars/7258dfa45781065f8a0dad71ef1059fe.svg","isPro":false,"fullname":"Verma","user":"Abhigy","type":"user"},{"_id":"67ca8df2c95e76854265aa0d","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/67ca8df2c95e76854265aa0d/PXTJoQw8w8V-XMBnmrQQw.jpeg","isPro":false,"fullname":"Abhishek Srivastava","user":"aabbhishekSN","type":"user"},{"_id":"605d167d31fe7280dfee7a04","avatarUrl":"/avatars/ce2a84b9c9f3e07277a78675e5afe212.svg","isPro":false,"fullname":"Anil Turkkan","user":"aniltrkkn","type":"user"},{"_id":"67d123bebfafeffab7130292","avatarUrl":"/avatars/6e2f0fe92a89afe3be64e517b5c7dcd6.svg","isPro":false,"fullname":"Arpit Katiyar","user":"ArpitKatiyar19","type":"user"},{"_id":"648ff0bfe82eca8c800a1564","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/648ff0bfe82eca8c800a1564/G3PzfxE7uX-8gf9wtl1BX.jpeg","isPro":false,"fullname":"Prakhar Yadav","user":"snow-py","type":"user"},{"_id":"655b4087eb411317eb465a91","avatarUrl":"/avatars/a8a976f9769d7bfd55ee42abd0b1d409.svg","isPro":false,"fullname":"Yashmita","user":"Yashmita","type":"user"},{"_id":"6669d31b51914f13947551ac","avatarUrl":"/avatars/d710b20fcaa73ebd94fede7e9d548b26.svg","isPro":false,"fullname":"Elizabeth Orchard","user":"elizaorchard","type":"user"},{"_id":"660f1519e2e3c6b3c12118f6","avatarUrl":"/avatars/23f60b3c15ab9a272c8ecb9f90d70241.svg","isPro":false,"fullname":"Gopal Sarda","user":"gopalsarda","type":"user"},{"_id":"67d3a8c9fb69a5fbf1d84491","avatarUrl":"/avatars/8bf95e5e29bd612d8c2cc8ed5708256c.svg","isPro":false,"fullname":"Titash Sarkar","user":"titash-sarkar","type":"user"},{"_id":"672b946475d62cdf4eb6ea75","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/no-auth/hcY3DQWaCj7snKC5EClfr.png","isPro":false,"fullname":"Alexander Galik","user":"HeroBear","type":"user"},{"_id":"67d69d6a0f4ecc78ec811c06","avatarUrl":"/avatars/73a2d31ce2656170fe5d78b358fea2c0.svg","isPro":false,"fullname":"gupta","user":"rajatHuman","type":"user"},{"_id":"67d6ae54d61cc25f92803940","avatarUrl":"/avatars/56dae3efaaf50c74d12f58d7e060c22a.svg","isPro":false,"fullname":"Alexander fedayev","user":"alexander-fedayev","type":"user"},{"_id":"67d8f6348287495dcc408fa0","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/no-auth/AZtd0f6BhwHtkczMgI22U.png","isPro":false,"fullname":"Tu","user":"TayfunSN","type":"user"},{"_id":"67d983ec3117d104fa03bfb9","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/no-auth/9szU9u92i1kkqBNnDuBq3.png","isPro":false,"fullname":"Nagaraj","user":"nowbhat","type":"user"},{"_id":"663d104ac6181d5ad1904e54","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/663d104ac6181d5ad1904e54/buHRVgfIl63y4AwWruCCL.jpeg","isPro":false,"fullname":"Anke Koelzer","user":"ankekoelzer","type":"user"},{"_id":"657a0449f7d0473ac45a0604","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/noauth/VsTHnyRq-gHir8fB5fYPL.jpeg","isPro":false,"fullname":"Debasish Kanhar","user":"dkanhar","type":"user"},{"_id":"64b77aec90b38df833830b5a","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/64b77aec90b38df833830b5a/1oeuFQGwm_mepB-d_Mqsu.jpeg","isPro":false,"fullname":"Vipul Mittal","user":"vipulmitt","type":"user"}],"userCount":132,"collections":[{"slug":"ServiceNow/starflow-68c2ed58b119872e12466289","title":"💫StarFlow","description":"StarFlow converts workflow sketches into structured outputs using fine-tuned vision–language models, with dataset and models released.","gating":false,"lastUpdated":"2025-09-12T16:43:11.449Z","owner":{"_id":"633497b475bed993246ff763","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1664391313869-62f6691f329d4d014d1b4087.png","fullname":"ServiceNow","name":"ServiceNow","type":"org","isHf":false,"isHfAdmin":false,"isMod":false,"plan":"enterprise","followerCount":608,"isUserFollowing":false},"items":[{"_id":"68c2ed98f91cf2fb14b486d7","position":0,"type":"model","author":"ServiceNow","authorData":{"_id":"633497b475bed993246ff763","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1664391313869-62f6691f329d4d014d1b4087.png","fullname":"ServiceNow","name":"ServiceNow","type":"org","isHf":false,"isHfAdmin":false,"isMod":false,"plan":"enterprise","followerCount":608,"isUserFollowing":false},"downloads":4,"gated":false,"id":"ServiceNow/Llama-3.2-11B-Vision-Instruct-StarFlow","availableInferenceProviders":[],"lastModified":"2025-09-08T16:35:27.000Z","likes":1,"pipeline_tag":"image-text-to-text","private":false,"repoType":"model","isLikedByUser":false,"widgetOutputUrls":[],"numParameters":10670220835},{"_id":"68c2ed9e6933273ddf84e0de","position":1,"type":"model","author":"ServiceNow","authorData":{"_id":"633497b475bed993246ff763","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1664391313869-62f6691f329d4d014d1b4087.png","fullname":"ServiceNow","name":"ServiceNow","type":"org","isHf":false,"isHfAdmin":false,"isMod":false,"plan":"enterprise","followerCount":608,"isUserFollowing":false},"downloads":0,"gated":false,"id":"ServiceNow/Pixtral-12B-2409-StarFlow","availableInferenceProviders":[],"lastModified":"2025-09-08T16:35:56.000Z","likes":0,"pipeline_tag":"image-text-to-text","private":false,"repoType":"model","isLikedByUser":false,"widgetOutputUrls":[],"numParameters":12682739712},{"_id":"68c2eda2f91cf2fb14b48805","position":2,"type":"model","author":"ServiceNow","authorData":{"_id":"633497b475bed993246ff763","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1664391313869-62f6691f329d4d014d1b4087.png","fullname":"ServiceNow","name":"ServiceNow","type":"org","isHf":false,"isHfAdmin":false,"isMod":false,"plan":"enterprise","followerCount":608,"isUserFollowing":false},"downloads":1,"gated":false,"id":"ServiceNow/Qwen2.5-VL-7B-Instruct-StarFlow","availableInferenceProviders":[],"lastModified":"2025-09-08T16:36:30.000Z","likes":1,"pipeline_tag":"image-text-to-text","private":false,"repoType":"model","isLikedByUser":false,"widgetOutputUrls":[],"numParameters":8292166656},{"_id":"68c2edabbc1c83e8c4ecd73d","position":3,"type":"dataset","author":"ServiceNow","downloads":72,"gated":false,"id":"ServiceNow/BigDocs-Sketch2Flow","lastModified":"2025-09-08T14:29:09.000Z","datasetsServerInfo":{"viewer":"viewer","numRows":23310,"libraries":["datasets","dask","mlcroissant","polars"],"formats":["parquet"],"modalities":["image","text"]},"private":false,"repoType":"dataset","likes":4,"isLikedByUser":false,"isBenchmark":false}],"position":0,"theme":"orange","private":false,"shareUrl":"https://hf.co/collections/ServiceNow/starflow","upvotes":2,"isUpvotedByUser":false}],"datasets":[{"author":"ServiceNow","downloads":8097,"gated":"manual","id":"ServiceNow/WorkArena-Instances","lastModified":"2026-01-24T07:23:26.000Z","datasetsServerInfo":{"viewer":"viewer","numRows":6,"libraries":[],"formats":[],"modalities":["text"]},"private":false,"repoType":"dataset","likes":1,"isLikedByUser":false,"isBenchmark":false},{"author":"ServiceNow","downloads":3066,"gated":false,"id":"ServiceNow/GroundCUA","lastModified":"2025-12-24T17:39:41.000Z","datasetsServerInfo":{"viewer":"preview","numRows":0,"libraries":[],"formats":[],"modalities":["image"]},"private":false,"repoType":"dataset","likes":32,"isLikedByUser":false,"isBenchmark":false},{"author":"ServiceNow","downloads":417,"gated":false,"id":"ServiceNow/drbench","lastModified":"2025-11-03T17:55:47.000Z","datasetsServerInfo":{"viewer":"viewer","numRows":35,"libraries":["datasets","pandas","mlcroissant","polars"],"formats":["json"],"modalities":["text"]},"private":false,"repoType":"dataset","likes":0,"isLikedByUser":false,"isBenchmark":false},{"author":"ServiceNow","downloads":8,"gated":"auto","id":"ServiceNow/VectorGym","lastModified":"2025-09-08T15:40:44.000Z","datasetsServerInfo":{"viewer":"viewer","numRows":9703,"libraries":["datasets","dask","mlcroissant","polars"],"formats":["parquet"],"modalities":["image","text"]},"private":false,"repoType":"dataset","likes":0,"isLikedByUser":false,"isBenchmark":false},{"author":"ServiceNow","downloads":72,"gated":false,"id":"ServiceNow/BigDocs-Sketch2Flow","lastModified":"2025-09-08T14:29:09.000Z","datasetsServerInfo":{"viewer":"viewer","numRows":23310,"libraries":["datasets","dask","mlcroissant","polars"],"formats":["parquet"],"modalities":["image","text"]},"private":false,"repoType":"dataset","likes":4,"isLikedByUser":false,"isBenchmark":false},{"author":"ServiceNow","downloads":79,"gated":false,"id":"ServiceNow/context-is-key","lastModified":"2025-07-24T20:41:41.000Z","datasetsServerInfo":{"viewer":"viewer","numRows":355,"libraries":["datasets","pandas","mlcroissant","polars"],"formats":["parquet"],"modalities":["tabular","text"]},"private":false,"repoType":"dataset","likes":2,"isLikedByUser":false,"isBenchmark":false},{"author":"ServiceNow","downloads":101,"gated":false,"id":"ServiceNow/insight_bench","lastModified":"2025-07-17T18:56:49.000Z","private":false,"repoType":"dataset","likes":11,"isLikedByUser":false,"isBenchmark":false},{"author":"ServiceNow","downloads":1192,"gated":false,"id":"ServiceNow/BigDocs-7.5M","lastModified":"2025-06-20T17:48:32.000Z","datasetsServerInfo":{"viewer":"viewer","numRows":2470639,"libraries":["datasets","dask","mlcroissant","polars"],"formats":["parquet"],"modalities":["image","text"]},"private":false,"repoType":"dataset","likes":4,"isLikedByUser":false,"isBenchmark":false},{"author":"ServiceNow","downloads":7440,"gated":false,"id":"ServiceNow/repliqa","lastModified":"2025-06-09T12:57:26.000Z","datasetsServerInfo":{"viewer":"viewer","numRows":89770,"libraries":["datasets","pandas","mlcroissant","polars"],"formats":["parquet"],"modalities":["document","text"]},"private":false,"repoType":"dataset","likes":21,"isLikedByUser":false,"isBenchmark":false},{"author":"ServiceNow","downloads":1693,"gated":false,"id":"ServiceNow/ui-vision","lastModified":"2025-05-07T14:22:53.000Z","datasetsServerInfo":{"viewer":"viewer","numRows":1464,"libraries":["datasets","mlcroissant"],"formats":["imagefolder"],"modalities":["image"]},"private":false,"repoType":"dataset","likes":17,"isLikedByUser":false,"isBenchmark":false}],"models":[{"author":"ServiceNow","authorData":{"_id":"633497b475bed993246ff763","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1664391313869-62f6691f329d4d014d1b4087.png","fullname":"ServiceNow","name":"ServiceNow","type":"org","isHf":false,"isHfAdmin":false,"isMod":false,"plan":"enterprise","followerCount":608,"isUserFollowing":false},"downloads":631,"gated":false,"id":"ServiceNow/GroundNext-7B-V0","availableInferenceProviders":[],"lastModified":"2025-11-12T01:12:19.000Z","likes":22,"pipeline_tag":"image-text-to-text","private":false,"repoType":"model","isLikedByUser":false,"widgetOutputUrls":[],"numParameters":8292166656},{"author":"ServiceNow","authorData":{"_id":"633497b475bed993246ff763","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1664391313869-62f6691f329d4d014d1b4087.png","fullname":"ServiceNow","name":"ServiceNow","type":"org","isHf":false,"isHfAdmin":false,"isMod":false,"plan":"enterprise","followerCount":608,"isUserFollowing":false},"downloads":1,"gated":false,"id":"ServiceNow/Qwen2.5-VL-7B-Instruct-StarFlow","availableInferenceProviders":[],"lastModified":"2025-09-08T16:36:30.000Z","likes":1,"pipeline_tag":"image-text-to-text","private":false,"repoType":"model","isLikedByUser":false,"widgetOutputUrls":[],"numParameters":8292166656},{"author":"ServiceNow","authorData":{"_id":"633497b475bed993246ff763","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1664391313869-62f6691f329d4d014d1b4087.png","fullname":"ServiceNow","name":"ServiceNow","type":"org","isHf":false,"isHfAdmin":false,"isMod":false,"plan":"enterprise","followerCount":608,"isUserFollowing":false},"downloads":0,"gated":false,"id":"ServiceNow/Pixtral-12B-2409-StarFlow","availableInferenceProviders":[],"lastModified":"2025-09-08T16:35:56.000Z","likes":0,"pipeline_tag":"image-text-to-text","private":false,"repoType":"model","isLikedByUser":false,"widgetOutputUrls":[],"numParameters":12682739712},{"author":"ServiceNow","authorData":{"_id":"633497b475bed993246ff763","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1664391313869-62f6691f329d4d014d1b4087.png","fullname":"ServiceNow","name":"ServiceNow","type":"org","isHf":false,"isHfAdmin":false,"isMod":false,"plan":"enterprise","followerCount":608,"isUserFollowing":false},"downloads":4,"gated":false,"id":"ServiceNow/Llama-3.2-11B-Vision-Instruct-StarFlow","availableInferenceProviders":[],"lastModified":"2025-09-08T16:35:27.000Z","likes":1,"pipeline_tag":"image-text-to-text","private":false,"repoType":"model","isLikedByUser":false,"widgetOutputUrls":[],"numParameters":10670220835}],"paperPreviews":[{"_id":"2511.07332","title":"Grounding Computer Use Agents on Human Demonstrations","id":"2511.07332","thumbnailUrl":"https://cdn-thumbnails.huggingface.co/social-thumbnails/papers/2511.07332.png"}],"spaces":[{"author":"ServiceNow","authorData":{"_id":"633497b475bed993246ff763","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1664391313869-62f6691f329d4d014d1b4087.png","fullname":"ServiceNow","name":"ServiceNow","type":"org","isHf":false,"isHfAdmin":false,"isMod":false,"plan":"enterprise","followerCount":608,"isUserFollowing":false},"colorFrom":"purple","colorTo":"green","createdAt":"2024-11-13T21:19:38.000Z","emoji":"🏆","id":"ServiceNow/browsergym-leaderboard","lastModified":"2025-10-17T18:13:08.000Z","likes":25,"pinned":false,"private":false,"sdk":"docker","repoType":"space","runtime":{"stage":"RUNNING","hardware":{"current":"cpu-basic","requested":"cpu-basic"},"storage":null,"gcTimeout":172800,"replicas":{"current":1,"requested":1},"devMode":false,"domains":[{"domain":"servicenow-browsergym-leaderboard.hf.space","stage":"READY"}],"sha":"dac3f9364ec7e241d625e37001e7be14930a8c43"},"shortDescription":"Tracks perf of LLMs, VLMs and agents on web navigation tasks","title":"BrowserGym Leaderboard","isLikedByUser":false,"ai_short_description":"Display interactive web apps","ai_category":"Other","trendingScore":0,"tags":["docker","region:us"],"featured":false}],"buckets":[],"numBuckets":0,"numDatasets":41,"numModels":4,"numSpaces":2,"lastOrgActivities":[{"time":"2026-02-06T18:49:44.405Z","user":"Dheeraj46329","userAvatarUrl":"/avatars/c258c4528315243b98c1e60ba398e98b.svg","type":"paper","paper":{"id":"2602.04942","title":"Privileged Information Distillation for Language Models","publishedAt":"2026-02-04T18:46:17.000Z","upvotes":25,"isUpvotedByUser":true}},{"time":"2026-01-27T22:04:02.660Z","user":"chrish42","userAvatarUrl":"/avatars/68cd573b9d5bb7d2467c4c5ae21570d6.svg","orgAvatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1664391313869-62f6691f329d4d014d1b4087.png","type":"publish","repoData":{"author":"ServiceNow","downloads":8,"gated":"auto","id":"ServiceNow/VectorGym","lastModified":"2025-09-08T15:40:44.000Z","datasetsServerInfo":{"viewer":"viewer","numRows":9703,"libraries":["datasets","dask","mlcroissant","polars"],"formats":["parquet"],"modalities":["image","text"]},"private":false,"repoType":"dataset","likes":0,"isLikedByUser":false,"isBenchmark":false},"repoId":"ServiceNow/VectorGym","repoType":"dataset","org":"ServiceNow"},{"time":"2026-01-24T07:23:27.130Z","user":"aldro61","userAvatarUrl":"/avatars/49df8c12a68df5fd2b36e5f797f4752a.svg","orgAvatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1664391313869-62f6691f329d4d014d1b4087.png","type":"update","repoData":{"author":"ServiceNow","downloads":8097,"gated":"manual","id":"ServiceNow/WorkArena-Instances","lastModified":"2026-01-24T07:23:26.000Z","datasetsServerInfo":{"viewer":"viewer","numRows":6,"libraries":[],"formats":[],"modalities":["text"]},"private":false,"repoType":"dataset","likes":1,"isLikedByUser":false,"isBenchmark":false},"repoId":"ServiceNow/WorkArena-Instances","repoType":"dataset","org":"ServiceNow"}],"acceptLanguages":["*"],"canReadRepos":false,"canReadSpaces":false,"blogPosts":[{"_id":"680a3ec6f684cb5ec78f6c78","isUpvotedByUser":false,"numCoauthors":3,"publishedAt":"2025-04-25T22:37:16.132Z","slug":"pipelinerl","title":"PipelineRL","upvotes":43,"upvotes7d":0,"authorsData":[{"_id":"633497b475bed993246ff763","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1664391313869-62f6691f329d4d014d1b4087.png","fullname":"ServiceNow","name":"ServiceNow","type":"org","isHf":false,"isHfAdmin":false,"isMod":false,"plan":"enterprise","followerCount":608,"isUserFollowing":false}],"url":"/blog/ServiceNow/pipelinerl","apiPrefix":"/api/blog/ServiceNow/pipelinerl","canonical":false,"status":"published","isHFChangelog":false,"orgPlan":"enterprise"}],"currentRepoPage":0,"filters":{},"orgEmailDomain":"servicenow.com","paperView":false}">AI & ML interests
None defined yet.
Recent Activity
Articles
Welcome to ServiceNow's page on HuggingFace!
ServiceNow® is the AI platform for business transformation. We bring intelligence to every corner of your business by offering a single, cloud-based platform that combines AI, data, and workflows to help enterprises automate and manage critical processes across IT, HR, security, and more. For more information on our company and its products, visit our corporate website: ServiceNow - Put AI to Work.
On this site here, you will find open-source publications, including work from our fundamental AI research team. You can also find more open-source publications on our GitHub organization.
Discover below a few of the projects we're especially proud to showcase.
Benchmarks
BigDocsBench is a benchmark designed to evaluate VLM document understanding at scale.
BrowserGym Leaderboard was created to evaluate LLMs, VLMs, and agents on web navigation tasks.
UI-Vision, a benchmark for GUI visual grounding.
Models
BigCode is an open scientific collaboration focused on the responsible development of LLM for code. It addresses the lack of transparency in LLM development by promoting open governance, open datasets, and collaborative research.
StarCoder is a state-of-the-art, 15 B-parameter open-source language model for code, trained on 1 trillion tokens extracted from GitHub repositories spanning over 80 programming languages, and it achieves top performance on benchmarks like HumanEval---surpassing both open and closed-source alternatives---while offering an extensive 8K+ context window and enhanced safety features like PII redaction and attribution tracing.
Apriel-Nemotron-15b-Thinker, a 15B-parameter reasoning model in ServiceNow's Apriel SLM series, delivering state-of-the-art performance on both enterprise and academic benchmarks while using only half the memory of larger models.
StarVector, a code-driven image generation framework.
AlignVLM, a VLM that adapts visual features for large language models
Datasets
The Stack v2 is the largest open-access pretraining dataset for code-focused LLMs---featuring 67.5 TB (≈900 billion tokens) of meticulously curated, deduplicated, and cleaned source code---enabling next-gen models like StarCoder2 to train effectively at scale.
Repliqa is a human-curated evaluation dataset designed to test how well LLMs use contextual information from provided documents. It contains context--question--answer triplets based on realistic but fictional documents about invented people, places, and events---removing the chance for models to rely on memorized facts.
-
ServiceNow/Llama-3.2-11B-Vision-Instruct-StarFlow
Image-Text-to-Text • 11B • Updated • 4 • 1 -
ServiceNow/Pixtral-12B-2409-StarFlow
Image-Text-to-Text • 13B • Updated -
ServiceNow/Qwen2.5-VL-7B-Instruct-StarFlow
Image-Text-to-Text • 8B • Updated • 1 • 1 -
ServiceNow/BigDocs-Sketch2Flow
Viewer • Updated • 23.3k • 72 • 4
-
ServiceNow/Llama-3.2-11B-Vision-Instruct-StarFlow
Image-Text-to-Text • 11B • Updated • 4 • 1 -
ServiceNow/Pixtral-12B-2409-StarFlow
Image-Text-to-Text • 13B • Updated -
ServiceNow/Qwen2.5-VL-7B-Instruct-StarFlow
Image-Text-to-Text • 8B • Updated • 1 • 1 -
ServiceNow/BigDocs-Sketch2Flow
Viewer • Updated • 23.3k • 72 • 4