{"id":"https://openalex.org/W4391421531","doi":"https://doi.org/10.48550/arxiv.2401.17268","title":"Weaver: Foundation Models for Creative Writing","display_name":"Weaver: Foundation Models for Creative Writing","publication_year":2024,"publication_date":"2024-01-30","ids":{"openalex":"https://openalex.org/W4391421531","doi":"https://doi.org/10.48550/arxiv.2401.17268"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2401.17268","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2401.17268","pdf_url":"https://arxiv.org/pdf/2401.17268","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2401.17268","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004621309","display_name":"Tiannan Wang","orcid":"https://orcid.org/0000-0002-2983-7168"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wang, Tiannan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687408","display_name":"Jiamin Chen","orcid":"https://orcid.org/0000-0003-0538-5520"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Jiamin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104237438","display_name":"Qingrui Jia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jia, Qingrui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328239","display_name":"Shuai Wang","orcid":"https://orcid.org/0000-0001-7722-3366"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Shuai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032894380","display_name":"Ruoyu Fang","orcid":"https://orcid.org/0009-0009-8505-9397"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fang, Ruoyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102017230","display_name":"Huilin Wang","orcid":"https://orcid.org/0000-0002-4301-3077"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Huilin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001816447","display_name":"Zhaowei Gao","orcid":"https://orcid.org/0000-0003-4477-0966"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gao, Zhaowei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100311817","display_name":"Chunzhao Xie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xie, Chunzhao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074656108","display_name":"Chuou Xu","orcid":"https://orcid.org/0000-0002-2346-3150"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Chuou","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101426886","display_name":"Jihong Dai","orcid":"https://orcid.org/0009-0005-4949-4413"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dai, Jihong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100767946","display_name":"Yibin Liu","orcid":"https://orcid.org/0000-0003-2623-3868"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Yibin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102769089","display_name":"Jialong Wu","orcid":"https://orcid.org/0000-0002-4413-2377"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Jialong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101311045","display_name":"Shengwei Ding","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ding, Shengwei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100408793","display_name":"Long Li","orcid":"https://orcid.org/0000-0003-0472-7314"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Long","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070233080","display_name":"Zhiwei Huang","orcid":"https://orcid.org/0000-0002-0352-7364"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huang, Zhiwei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113109515","display_name":"Xinle Deng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deng, Xinle","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100963126","display_name":"Teng Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu, Teng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101299296","display_name":"Gangan Ma","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ma, Gangan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101574554","display_name":"Xiao Han","orcid":"https://orcid.org/0000-0002-6391-8631"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiao, Han","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032092856","display_name":"Zixin Chen","orcid":"https://orcid.org/0000-0001-7441-1353"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Zixin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101299297","display_name":"Danjun Xiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiang, Danjun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100658319","display_name":"Yunxia Wang","orcid":"https://orcid.org/0000-0003-1951-942X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Yunxia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001318644","display_name":"Yuanyuan Zhu","orcid":"https://orcid.org/0000-0002-7780-3800"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Yuanyuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115593367","display_name":"Yi Xiao","orcid":"https://orcid.org/0009-0007-3157-2254"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiao, Yi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100378617","display_name":"Jing Wang","orcid":"https://orcid.org/0000-0002-9262-5133"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Jing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319144","display_name":"Yiru Wang","orcid":"https://orcid.org/0000-0003-4556-6449"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Yiru","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082891385","display_name":"Siran Ding","orcid":"https://orcid.org/0009-0008-0743-2101"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ding, Siran","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041807090","display_name":"Jiayan Huang","orcid":"https://orcid.org/0000-0003-4166-6119"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huang, Jiayang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101299298","display_name":"Jiayi Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Jiayi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093836316","display_name":"Yilihamu Tayier","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tayier, Yilihamu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101867745","display_name":"Zhenyu Hu","orcid":"https://orcid.org/0000-0002-2392-7533"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hu, Zhenyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076934078","display_name":"Yuan Gao","orcid":"https://orcid.org/0000-0001-8567-4888"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gao, Yuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113880762","display_name":"Chengfeng Zheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zheng, Chengfeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108898000","display_name":"Yueshu Ye","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ye, Yueshu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100617802","display_name":"Yihang Li","orcid":"https://orcid.org/0000-0002-4196-2981"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Yihang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101211972","display_name":"Lei Wan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wan, Lei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102792632","display_name":"Xinyue Jiang","orcid":"https://orcid.org/0009-0008-7135-6414"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiang, Xinyue","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373842","display_name":"Yujie Wang","orcid":"https://orcid.org/0000-0003-3471-2340"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Yujie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028878544","display_name":"Siyu Cheng","orcid":"https://orcid.org/0009-0004-9832-5213"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cheng, Siyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102611849","display_name":"Zhule Song","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Song, Zhule","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017606722","display_name":"Xiangru Tang","orcid":"https://orcid.org/0000-0001-7943-4474"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tang, Xiangru","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100530253","display_name":"Xiaohua Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Xiaohua","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089259739","display_name":"Ningyu Zhang","orcid":"https://orcid.org/0000-0002-1970-0678"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Ningyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101783483","display_name":"Hua\u2010Jun Chen","orcid":"https://orcid.org/0000-0001-7568-8709"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Huajun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021488526","display_name":"Yuchen Eleanor Jiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiang, Yuchen Eleanor","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5074508950","display_name":"Wangchunshu Zhou","orcid":"https://orcid.org/0000-0003-4668-3348"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou, Wangchunshu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":46,"corresponding_author_ids":["https://openalex.org/A5004621309"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11079","display_name":"Creativity in Education and Neuroscience","score":0.9449999928474426,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11079","display_name":"Creativity in Education and Neuroscience","score":0.9449999928474426,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13216","display_name":"Artistic and Creative Research","score":0.9355000257492065,"subfield":{"id":"https://openalex.org/subfields/1213","display_name":"Visual Arts and Performing Arts"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.7851284742355347},{"id":"https://openalex.org/keywords/creative-writing","display_name":"Creative writing","score":0.6693753600120544},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3363576829433441},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3290461301803589},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.27976030111312866},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.23948150873184204},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.1836639642715454},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.13355496525764465}],"concepts":[{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.7851284742355347},{"id":"https://openalex.org/C198912144","wikidata":"https://www.wikidata.org/wiki/Q586060","display_name":"Creative writing","level":2,"score":0.6693753600120544},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3363576829433441},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3290461301803589},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.27976030111312866},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.23948150873184204},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.1836639642715454},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.13355496525764465}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2401.17268","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2401.17268","pdf_url":"https://arxiv.org/pdf/2401.17268","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2401.17268","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2401.17268","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2401.17268","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2401.17268","pdf_url":"https://arxiv.org/pdf/2401.17268","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391421531.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2381393187","https://openalex.org/W2332779545","https://openalex.org/W2358060160","https://openalex.org/W2035483685","https://openalex.org/W1969764885","https://openalex.org/W596947562","https://openalex.org/W2793937822","https://openalex.org/W2220552745","https://openalex.org/W2777605427"],"abstract_inverted_index":{"This":[0],"work":[1],"introduces":[2],"Weaver,":[3],"our":[4,156],"first":[5],"family":[6,85],"of":[7,31,51,57,87,89,139,144,174,198,208],"large":[8,32],"language":[9,33],"models":[10,88,143],"(LLMs)":[11],"dedicated":[12],"to":[13,48,70,118,121],"content":[14,81],"creation.":[15,82],"Weaver":[16,38,84,90,93,96,100,142,158,182],"is":[17],"pre-trained":[18],"on":[19,26,129,167],"a":[20,55,114,130,163,225],"carefully":[21,131],"selected":[22],"corpus":[23],"that":[24],"focuses":[25],"improving":[27,202],"the":[28,49,136,172],"writing":[29,43,137,169,179,204,218],"capabilities":[30,138],"models.":[34],"We":[35,193],"then":[36],"fine-tune":[37],"for":[39,60,80,105,134,178,201,230],"creative":[40],"and":[41,45,64,75,99,108,125,188,215,223,227,232],"professional":[42,52],"purposes":[44],"align":[46],"it":[47,68],"preference":[50],"writers":[53],"using":[54],"suit":[56],"novel":[58],"methods":[59],"instruction":[61],"data":[62],"synthesis":[63],"LLM":[65],"alignment,":[66],"making":[67],"able":[69],"produce":[71],"more":[72,77],"human-like":[73],"texts":[74],"follow":[76],"diverse":[78],"instructions":[79],"The":[83],"consists":[86],"Mini":[91],"(1.8B),":[92],"Base":[94],"(6B),":[95],"Pro":[97],"(14B),":[98],"Ultra":[101,159],"(34B)":[102],"sizes,":[103],"suitable":[104],"different":[106],"applications":[107],"can":[109],"be":[110],"dynamically":[111],"dispatched":[112],"by":[113],"routing":[115],"agent":[116],"according":[117],"query":[119],"complexity":[120],"balance":[122],"response":[123],"quality":[124],"computation":[126],"cost.":[127],"Evaluation":[128],"curated":[132],"benchmark":[133],"assessing":[135],"LLMs":[140,149,177],"shows":[141],"all":[145],"sizes":[146],"outperform":[147],"generalist":[148,165],"several":[150],"times":[151],"larger":[152],"than":[153],"them.":[154],"Notably,":[155],"most-capable":[157],"model":[160],"surpasses":[161],"GPT-4,":[162],"state-of-the-art":[164],"LLM,":[166],"various":[168,195],"scenarios,":[170],"demonstrating":[171],"advantage":[173],"training":[175],"specialized":[176],"purposes.":[180],"Moreover,":[181],"natively":[183],"supports":[184],"retrieval-augmented":[185],"generation":[186],"(RAG)":[187],"function":[189],"calling":[190],"(tool":[191],"usage).":[192],"present":[194],"use":[196],"cases":[197],"these":[199],"abilities":[200],"AI-assisted":[203],"systems,":[205],"including":[206],"integration":[207],"external":[209],"knowledge":[210],"bases,":[211],"tools,":[212],"or":[213],"APIs,":[214],"providing":[216],"personalized":[217],"assistance.":[219],"Furthermore,":[220],"we":[221],"discuss":[222],"summarize":[224],"guideline":[226],"best":[228],"practices":[229],"pre-training":[231],"fine-tuning":[233],"domain-specific":[234],"LLMs.":[235]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2025-10-10T00:00:00"}