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"version": "1.2.0",
"classification_date": "2026-11-01",
"definitions": {
"uk_built": "The attributable builder worked in the UK during model development/training. Direct statements and dated professional-location inferences are separately labelled. Physical accelerator country is separate.",
"institutional_route": "Any university attendance or institutional/industry affiliation; any established route excludes strict independence even when exact-model sponsorship is not established.",
"strict_independent": "At least one UK-built natural-language from-scratch model, no university attendance, no institutional affiliation and affirmative independent-project evidence.",
"unknown": "Not established in saved evidence; an unknown never becomes affirmative independence.",
"contributor": "Dataset, evaluation, prompt, contextual and paper-only roles are not automatically counted as model builders."
},
"people": [
{
"person_id": "abdul-wahid-rukua",
"name": "Abdul Wahid Rukua",
"accounts": [
"AiRukua"
],
"associated_model_ids": [
"AiRukua/BabyKilat"
],
"analysis_scope": "primary_uk_connection",
"university_ever": "yes",
"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "WPH Digital Pte Ltd: AI Researcher (2026-07–present); National Land Agency regional office: Software Engineer (2026-02–2026-04); National Land Agency: Cadastral survey assistant (2018-04–2020-05)",
"UK_schooling": "unknown",
"sources": [
"https://id.linkedin.com/in/abdul-wahid-rukua"
],
"access_date": "2026-10-30"
},
{
"person_id": "abdullatif-koksal",
"name": "Abdullatif Köksal",
"accounts": [
"akoksal"
],
"associated_model_ids": [
"akoksal/LongForm-OPT-125M"
],
"analysis_scope": "primary_uk_connection",
"university_ever": "yes",
"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Google DeepMind: Research Scientist (2025-05–present); Google: Research internship (not reported); Amazon: Research internship (not reported)",
"UK_schooling": "unknown",
"sources": [
"https://akoksal.com/",
"https://uk.linkedin.com/in/abdullatifkoksal",
"https://tabilab.cmpe.bogazici.edu.tr/arzucan-ozgur/",
"https://seniorprojects.cmpe.bogazici.edu.tr/semesters/2017-fall/"
],
"access_date": "2026-10-30"
},
{
"person_id": "ahmad_bader",
"name": "Ahmad Bader",
"accounts": [
"Ahmadbader17"
],
"associated_model_ids": [
"Ahmadbader17/tiny-gpt"
],
"analysis_scope": "primary_uk_connection",
"university_ever": "yes",
"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Amazon Ring: Software Development Engineer Intern (Embedded) (July 2026–October 2026); Accenture: Associate Software Developer (15 months; exact dates not established)",
"UK_schooling": "no",
"sources": [
"https://github.com/Ahmadbader17/Ahmadbader17/blob/main/README.md",
"https://www.linkedin.com/in/ahmad-bader-8a5381193/",
"https://cmseducation.org/contact-us/",
"https://www.linkedin.com/school/citymontessorischool/"
],
"access_date": "2026-10-30"
},
{
"person_id": "alex_merwin",
"name": "Alex Merwin",
"accounts": [
"outpost-bio"
],
"associated_model_ids": [],
"analysis_scope": "historical_or_collaboration_context",
"university_ever": "yes",
"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Outpost Bio: COO and co-founder (Current 2026 team page); Amazon Web Services: Head of Growth, Healthcare and Life Sciences Startups (Historical role; exact dates not established)",
"UK_schooling": "unknown",
"sources": [
"https://careers.outpost.bio/our-people",
"https://www.healthtech.eu/members/alex-merwin"
],
"access_date": "2026-10-30"
},
{
"person_id": "aneek-chattopadhyay",
"name": "Aneek Chattopadhyay",
"accounts": [
"AneekC"
],
"associated_model_ids": [
"AneekC/quipu-114m",
"AneekC/quipu-moe-1B-A149M"
],
"analysis_scope": "historical_or_collaboration_context",
"university_ever": "yes",
"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "SP Manufacturing Pte Ltd.: AI Engineer (profile describes building production automation agents) (current; exact start date not exposed); Employers not exposed in indexed profile: Several prior roles; titles not exposed (before current Singapore role; exact years unresolved)",
"UK_schooling": "unknown",
"sources": [
"https://sg.linkedin.com/in/aneek-chattopadhyay-1a253020a"
],
"access_date": "2026-10-30"
},
{
"person_id": "anna-korhonen",
"name": "Anna Korhonen",
"accounts": [
"akoksal"
],
"associated_model_ids": [
"akoksal/LongForm-OPT-125M"
],
"analysis_scope": "primary_uk_connection",
"university_ever": "yes",
"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "University of Cambridge: Professor of Natural Language Processing; co-director Language Technology Laboratory; CHIA and ITH co-founder/director (current; start years not established); University of Cambridge: Royal Society University Research Fellow (prior; exact years not established); National Institute of Informatics: JSPS postdoctoral fellow (prior; exact years not established); University of Pennsylvania: Researcher (prior; exact years not established)",
"UK_schooling": "unknown",
"sources": [
"https://sites.google.com/site/annakorhonen/",
"https://www.cl.cam.ac.uk/lists/phd/supervisor.html"
],
"access_date": "2026-10-30"
},
{
"person_id": "augusto-b-correa",
"name": "Augusto B. Corrêa",
"accounts": [
"abcorrea"
],
"associated_model_ids": [
"abcorrea/smolLM-135M-wiki-ft"
],
"analysis_scope": "primary_uk_connection",
"university_ever": "yes",
"institutional_affiliation_ever": "yes",
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],
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{
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"sources": [
"https://arxiv.org/html/2506.07940v1",
"https://sg.linkedin.com/in/chris-subia-waud",
"https://eprints.soton.ac.uk/501903/1/pda_version_Thesis_Final-1.pdf"
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{
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"https://www.ettf.land/p/conjecture-a-retrospective",
"https://blog.eleuther.ai/year-two-preface/",
"https://www.azleg.gov/press/house/57LEG/1R/251107KOLODINHEARING.pdf"
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"sources": [
"https://github.com/davanstrien",
"https://cdn.ymaws.com/www.cilip.org.uk/resource/resmgr/cilip_events/cilipirelai24/cilip_ireland_lai_2024_ebroc.pdf",
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"institutional_affiliation_basis": "Microsoft: Academic Developer Evangelist; Senior Software Engineer; Cloud Developer Advocate (Joined2006; biography reports16 years); Moscow Aviation Institute; HSE; MIREA: Associate professor / course teaching (roles vary by institution) (Current public homepage; exact dates unstated)",
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"sources": [
"https://soshnikov.com/personal/about",
"http://soshnikov.com"
],
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{
"person_id": "herbie-bradley",
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"EleutherAI/pythia-410m",
"EleutherAI/pythia-160m",
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"https://herbiebradley.com",
"https://www.linkedin.com/in/herbiebradley"
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{
"person_id": "ikechukwu_henry_uwakwe",
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"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Dareyy.io / Darey.io: Machine Learning Engineer (Undated current speaker biography); Utiva and Keystone Bank: Consultant; data-science teaching at Utiva (Undated biography); Mentorz: Former product contributor / machine-learning role (Before current role; dates not specified)",
"UK_schooling": "unknown",
"sources": [
"https://sessionize.com/ikechukwu-henry-uwakwe/",
"https://ng.linkedin.com/in/ikechukwu-henry-uwakwe-6916a5b6"
],
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{
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"start": "2013",
"end": "2017",
"country": "Nigeria",
"source_url": "https://ng.linkedin.com/in/ikechukwu-henry-uwakwe-6916a5b6",
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"UK_schooling": "unknown",
"sources": [
"https://arda.ai/",
"https://www.linkedin.com/in/jakobfrick",
"https://airbyte.com/blog-authors/jakob-frick",
"https://de.linkedin.com/posts/wittfra_artificialintelligence-ai-activity-7229354975477268480-G8JN",
"https://patentimages.storage.googleapis.com/0c/da/8b/b0c685ccdc8817/US11106331.pdf"
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],
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"outpost-bio/Waypoint-45m",
"outpost-bio/Waypoint-170m"
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"sources": [
"https://careers.outpost.bio/profile/70033?theme_id=15488",
"https://uk.linkedin.com/in/jennyyang259"
],
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},
{
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"model-attribution-challenge"
],
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"model-attribution-challenge/gpt2",
"model-attribution-challenge/bloom-560m"
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"institutional_affiliation_ever": "yes",
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"UK_schooling": "unknown",
"sources": [
"https://deec.tecnico.ulisboa.pt/en/news/community/alumni-session-joao-gante-partilha-a-sua-jornada-enquanto-estudante-do-doutoramento-em-engenharia-eletrotecnica-e-de-computadores",
"https://github.com/gante",
"https://mlmac.io/mlmac_satml.pdf"
],
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},
{
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],
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"UK_schooling": "unknown",
"sources": [
"https://orcid.org/0000-0002-8656-3431",
"https://www.derczynski.com/itu/",
"https://www.derczynski.com/sheffield/papers/report.pdf",
"https://etheses.whiterose.ac.uk/id/eprint/4068/"
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{
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"mlabonne/dummy-llama-2",
"mlabonne/dummy-CodeLlama-7b-hf"
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"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Liquid AI: Head of Post-Training (Current biography; indexed history includes London role, exact dates not exposed); JPMorgan Chase: Research scientist affiliation; exact title/year range not established from opened primary paper (Affiliated on May 2023 paper)",
"UK_schooling": "unknown",
"sources": [
"https://mlabonne.github.io/blog/about.html",
"https://arxiv.org/pdf/2304.01238",
"https://www.linkedin.com/in/maxime-labonne?skipRedirect=true",
"https://mlabonne.github.io/blog/publications.html"
],
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{
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"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "FPT Software AI Center: AI Resident (2021–2023); Vingroup Big Data Institute: AI engineer intern (2021)",
"UK_schooling": "unknown",
"sources": [
"https://dungminhdao.github.io"
],
"access_date": "2026-10-30"
},
{
"person_id": "neythen_treloar",
"name": "Neythen J. Treloar",
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"outpost-bio"
],
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"outpost-bio/Waypoint-6m",
"outpost-bio/Waypoint-45m",
"outpost-bio/Waypoint-170m"
],
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"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Outpost Bio: Principal Machine Learning Research Engineer (Current 2026 team page; start not fully established)",
"UK_schooling": "unknown",
"sources": [
"https://careers.outpost.bio/our-people",
"https://discovery.ucl.ac.uk/id/eprint/10142965/7/NT_thesis_final.pdf"
],
"access_date": "2026-10-30"
},
{
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"edeneldith"
],
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"edeneldith/WiggleGPT"
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"university_ever": "no",
"institutional_affiliation_ever": "no",
"institutional_affiliation_basis": "Independent research practice; no university or employer/institutional affiliation; affirmative self-funded project statement.",
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"https://garden-backend-three.vercel.app/finalized-work/eden-s-autobiography-3/",
"https://garden-backend-three.vercel.app/vault/sanctuary-for-all-things-atlas/nodes/eden/",
"https://huggingface.co/edeneldith/WiggleGPT/raw/1ba13498a367e214496b72f202745c1846adda89/README.md"
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},
{
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"EleutherAI"
],
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"EleutherAI/pythia-160m-seed3",
"EleutherAI/pythia-160m-seed2",
"EleutherAI/pythia-160m-seed1"
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"analysis_scope": "primary_uk_connection",
"university_ever": "yes",
"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Engineers Gate: Role not retrieved (current per supervisor alumni list; start not reported); Amazon Web Services: Research intern (2022-09 announcement; duration not established)",
"UK_schooling": "unknown",
"sources": [
"https://andreasvlachos.github.io/_pages/0_collabs/",
"https://pietrolesci.com/",
"https://www.cst.cam.ac.uk/seminars/list/225856"
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},
{
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"XBOT-RK"
],
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"XBOT-RK/distilgpt2-wiki-qa"
],
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"university_ever": "yes",
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"institutional_affiliation_basis": "Altimetrik: Senior Data Scientist (February 2025–present); Amazon: Data Analyst / Assistant Team Lead (October 2023–January 2025); Tata Consultancy Services: Full-Stack Data Scientist (June 2017–October 2021)",
"UK_schooling": "unknown",
"sources": [
"https://vrajeshtrichy.github.io/website/experience/",
"https://vrajeshtrichy.github.io/website/education/"
],
"access_date": "2026-10-30"
},
{
"person_id": "saif_ur_rehman_outpost",
"name": "Saif Ur-Rehman",
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"outpost-bio"
],
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"outpost-bio/Waypoint-6m",
"outpost-bio/Waypoint-45m",
"outpost-bio/Waypoint-170m"
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"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Outpost Bio: VP Engineering (Current 2026 team page); Basecamp Research: First engineering hire (Before Outpost; exact dates not established)",
"UK_schooling": "unknown",
"sources": [
"https://careers.outpost.bio/our-people"
],
"access_date": "2026-10-30"
},
{
"person_id": "sally-sonia-simmons",
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"SallySims"
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"university_ever": "yes",
"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Institute of Demography, Higher School of Economics: Research assistant (before LSE; exact years not reported); The Inclusion Initiative: Public profile affiliation; exact role not retrieved (current page; start/end not reported)",
"UK_schooling": "unknown",
"sources": [
"https://www.lse.ac.uk/social-policy/people/research-students/sally-sonia-simmons",
"https://uk.linkedin.com/in/sally-sonia-simmons-ba53a5123"
],
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{
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"sdobson/tinystories-llama-15m"
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"university_ever": "unknown",
"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Big 4 firm (not named): Management consultant, Financial Services (current on 2019-11-03)",
"UK_schooling": "unknown",
"sources": [
"https://news.ycombinator.com/item?id=21437071",
"https://news.ycombinator.com/item?id=45574720",
"https://news.ycombinator.com/item?id=45575361"
],
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{
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"iimaginary"
],
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"iimaginary/schorbGPT-medium"
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"university_ever": "yes",
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"UK_schooling": "unknown",
"sources": [
"https://www.sschorb.com/",
"https://www.sschorb.com/CV-Sam-Schorb.pdf"
],
"access_date": "2026-10-30"
},
{
"person_id": "samuel-albanie",
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"bigscience"
],
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"bigscience/bloomz-560m"
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"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Google DeepMind: Research scientist; leads Gemini frontier evaluations (current; start date not established); University of Cambridge: Assistant Professor (prior; exact years not established); University of Oxford, Visual Geometry Group: Postdoctoral researcher (prior; exact years not established); Balliol College, Oxford: Fellow (prior; exact years not established)",
"UK_schooling": "unknown",
"sources": [
"https://samuelalbanie.com/",
"https://aims.robots.ox.ac.uk/alumni",
"https://eng.ox.ac.uk/media/ueubfhrq/aims-ar-2018-compressed.pdf"
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},
{
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"accounts": [
"EleutherAI"
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"EleutherAI/gpt-neo-125m"
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"university_ever": "unknown",
"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Aleph Alpha: MAGMA coauthor affiliation (December2021 preprint / EMNLP2022 paper); Conjecture: cofounder (8April2022 announcement); UK AI Security Institute: Research Engineer (current public profile observed2026-10-30); AI Security Institute: Researcher Autonomous Systems (2024); Eleuther: Researcher (department n/a) (2021)",
"UK_schooling": "unknown",
"sources": [
"https://aclanthology.org/2022.findings-emnlp.179/",
"https://github.com/Aleph-Alpha-Research/magma",
"https://www.conjecture.dev/research/we-are-conjecture-a-new-alignment-research-startup",
"https://www.aisi.gov.uk/people/sid-black",
"https://scholar.google.com/citations?user=ckPrWskAAAAJ&hl=en",
"https://openreview.net/profile?id=~Sidney_Black1"
],
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},
{
"person_id": "sripaad_srinivasan",
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"Isotonic"
],
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"Isotonic/bullet-points-generator"
],
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"university_ever": "yes",
"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Saturn Fintech: AI Engineer (Current README; start not stated); AI4Privacy: Open Source Researcher (September 2023–present as of July 2024 CV); Zoho Corporation: Deep Learning Engineer (NLP) (March 2021–September 2023); Qube Cinema Pvt Ltd: Product Engineering Intern (June–September 2019); Circular Edge Solution Pvt Ltd: Developer Intern (December 2018–March 2019)",
"UK_schooling": "unknown",
"sources": [
"https://github.com/Sripaad/Sripaad/blob/main/README.md",
"https://sripaad.github.io/src/sripaad_resume_0724.pdf"
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},
{
"person_id": "syed_sarim_ahsan",
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"sarimahsan101"
],
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"sarimahsan101/nova-141m-tinystories"
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"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Global Integration System (GIS): Software Engineer (January 2025–present); TallyMarks Consulting: AI Engineer Intern (September–October 2026); Evello Pathways: Machine Learning Engineer Intern (May–June 2026); IFFCO Pakistan (as named in CV): IT Intern (September 2025–October 2026 as displayed)",
"UK_schooling": "unknown",
"sources": [
"https://syedsarimahsan.netlify.app/Syed_Sarim_Ahsan.pdf",
"https://syedsarimahsan.netlify.app/about"
],
"access_date": "2026-10-30"
},
{
"person_id": "tim_salimans",
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"openai-community"
],
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"openai-community/openai-gpt"
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"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Anthropic: Member of Technical Staff (2026-04 to present); Google DeepMind: Research Director (2018-07 to 2026-03); OpenAI: Research Scientist and Team Lead (2016-05 to 2018-07); Aidence: Scientific Advisor (2016-05 to 2018-07); Aidence: Founder and Chief Scientist (2015-09 to 2016-05); Algoritmica: Founder and Data Science Consultant (2012-07 to 2015-12); Erasmus University Rotterdam: PhD candidate Econometrics (2009-11 to 2013-05); Microsoft Research: Machine Learning Research Intern (2011-09 to 2011-12); Independent trader: Quantitative trader and market maker (2006-06 to 2008-06)",
"UK_schooling": "unknown",
"sources": [
"https://www.linkedin.com/in/tsalimans/details/experience/",
"https://www.linkedin.com/in/tsalimans/details/education/"
],
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},
{
"person_id": "xinyu_bai_bxymartin",
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"analysis_scope": "primary_uk_connection",
"university_ever": "yes",
"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Wayve: Machine Learning Performance Engineer (2026-08 to present); Fusionride: Senior Machine Learning Engineer (2022-10 to 2026-05); SilverTide Financial: Quantitative Analytics & Software Engineer intern (2022-05 to 2022-07); Beihang UAS: Senior Software Engineer (2020-09 to 2021-07); SenseTime: Research Assistant intern (2018-09 to 2019-06)",
"UK_schooling": "unknown",
"sources": [
"https://www.linkedin.com/in/xinyu-bai-a42514173/",
"https://www.linkedin.com/in/xinyu-bai-a42514173/details/education/"
],
"access_date": "2026-10-30"
},
{
"person_id": "ml-resources:yanbei-chen",
"name": "Yanbei Chen",
"accounts": [
"ml-resources"
],
"associated_model_ids": [
"ml-resources/MobileMoE-S-QAT"
],
"analysis_scope": "historical_or_collaboration_context",
"university_ever": "yes",
"institutional_affiliation_ever": "yes",
"institutional_affiliation_basis": "Meta: Staff Research Scientist; foundation models (Current biography as accessed2026-10-30); Amazon AGI / AWS AI Lab: Senior scientist / scientist (Prior roles; dates unstated); University of Tübingen: Postdoctoral researcher (Before industry; dates unstated)",
"UK_schooling": "unknown",
"sources": [
"https://yanbeic.github.io/"
],
"access_date": "2026-10-30"
},
{
"person_id": "fahim-mirza",
"name": "Fahim Mirza",
"accounts": [
"younsmirzai"
],
"associated_model_ids": [
"younsmirzai/stackadvisor-extractor"
],
"analysis_scope": "primary_uk_connection",
"university_ever": "unknown",
"institutional_affiliation_ever": "unknown",
"institutional_affiliation_basis": "University and institutional route not investigated further: frozen release is derived.",
"UK_schooling": "unknown",
"sources": [
"https://huggingface.co/younsmirzai",
"https://play.google.com/store/apps/details?id=com.stackadvisor.app"
],
"access_date": "2026-11-01"
}
],
"models": [
{
"model_id": "abcorrea/smolLM-135M-wiki-ft",
"account": "abcorrea",
"identified_person_ids": [
"augusto-b-correa"
],
"builder_person_ids": [
"augusto-b-correa"
],
"builder_names": [
"Augusto B. Corrêa"
],
"role_basis": "Named individual publisher; model-specific training relation described in training_origin.",
"model_provenance": "derived",
"origin_category": "fine_tuning",
"from_scratch": "no",
"natural_language": "yes",
"uk_build_status": "yes",
"builder_location_country": "United Kingdom",
"builder_location_place": "Oxford",
"builder_location_period": "2025-03-24",
"builder_location_evidence_type": "dated_location_inference",
"builder_location_basis": "Oxford research appointment from November 2024 overlaps the model development/release period in March 2025; this is an explicitly labelled builder-country inference from dated professional location, not a GPU-site claim.",
"builder_location_sources": [
"https://abcorrea.github.io/assets/pdf/cv-academic.pdf"
],
"institutional_affiliation_at_build": "yes",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Project-specific funding not established.",
"hardware": "Model training hardware not stated; profile GPU badges are not attributed to this run.",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/abcorrea/smolLM-135M-wiki-ft/raw/a32920ffd53c4045631b9a4662ee9badebe9d47e/README.md",
"https://abcorrea.github.io/",
"https://abcorrea.github.io/assets/pdf/cv-academic.pdf"
],
"access_date": "2026-10-30"
},
{
"model_id": "Ahmadbader17/tiny-gpt",
"account": "Ahmadbader17",
"identified_person_ids": [
"ahmad_bader"
],
"builder_person_ids": [
"ahmad_bader"
],
"builder_names": [
"Ahmad Bader"
],
"role_basis": "Individual model publisher and documented developer.",
"model_provenance": "from_scratch",
"origin_category": "from_scratch_documented",
"from_scratch": "yes",
"natural_language": "yes",
"uk_build_status": "yes",
"builder_location_country": "United Kingdom",
"builder_location_place": null,
"builder_location_period": "2026-10-22/2026-10-23",
"builder_location_evidence_type": "dated_location_inference",
"builder_location_basis": "UK MSc September 2025–September 2026, the Cambridge internship completed earlier in October, and contemporaneous London/Cambridge profiles surround the 22–23 October 2026 build. Builder country is inferred as UK; exact city is unresolved. The ended internship is not claimed to fund the run.",
"builder_location_sources": [
"https://www.linkedin.com/in/ahmad-bader-8a5381193/"
],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Personal laptop training is documented. Project sponsorship is not disclosed; completed university study and industry employment independently establish the institutional route.",
"hardware": "Intel Core Ultra 9 185H laptop CPU,12 threads,15.3GB visible RAM;28,388seconds excluding sleep; no GPU.",
"compute_source": "personal laptop",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/Ahmadbader17/tiny-gpt/raw/36ee8edddcf66cf37ba6d85cd893c9b18a53e083/README.md",
"https://github.com/Ahmadbader17",
"https://github.com/Ahmadbader17/Ahmadbader17/blob/main/README.md",
"https://www.linkedin.com/in/ahmad-bader-8a5381193/",
"https://github.com/Ahmadbader17/tinygpt/blob/a60bae92d1e53fdea3ecd76947abad7b570b12ef/docs/ENVIRONMENT.md",
"https://github.com/Ahmadbader17/tinygpt/blob/a60bae92d1e53fdea3ecd76947abad7b570b12ef/docs/RESULTS.md",
"https://github.com/Ahmadbader17/tinygpt/blob/a60bae92d1e53fdea3ecd76947abad7b570b12ef/docs/RESUME.md"
],
"access_date": "2026-10-30"
},
{
"model_id": "AiRukua/BabyKilat",
"account": "AiRukua",
"identified_person_ids": [
"abdul-wahid-rukua"
],
"builder_person_ids": [
"abdul-wahid-rukua"
],
"builder_names": [
"Abdul Wahid Rukua"
],
"role_basis": "Named individual publisher; model-specific training relation described in training_origin.",
"model_provenance": "from_scratch",
"origin_category": "from_scratch_partial_checkpoint",
"from_scratch": "yes",
"natural_language": "yes",
"uk_build_status": "unknown",
"builder_location_country": null,
"builder_location_place": null,
"builder_location_period": null,
"builder_location_evidence_type": "unresolved",
"builder_location_basis": "No dated builder-location link established for this model in the saved evidence.",
"builder_location_sources": [],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Project-specific funding not established.",
"hardware": "Actual training device not unambiguously stated. Card estimates times for RTX 6000 Blackwell, RTX 4050 and Colab T4.",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/AiRukua/BabyKilat/blob/14624fc40cae3ef0831a6cc22d677f32f15e55f2/README.md",
"https://github.com/Airukua",
"https://www.linkedin.com/pub/dir/Abdul%2BWahid/%2B",
"https://id.linkedin.com/in/abdul-wahid-rukua"
],
"access_date": "2026-10-30"
},
{
"model_id": "akoksal/LongForm-OPT-125M",
"account": "akoksal",
"identified_person_ids": [
"abdullatif-koksal",
"anna-korhonen"
],
"builder_person_ids": [
"abdullatif-koksal"
],
"builder_names": [
"Abdullatif Köksal"
],
"role_basis": "Named individual publisher; model-specific training relation described in training_origin.",
"model_provenance": "derived",
"origin_category": "fine_tuning",
"from_scratch": "no",
"natural_language": "yes",
"uk_build_status": "no",
"builder_location_country": "Germany",
"builder_location_place": "Munich",
"builder_location_period": "2023 LongForm development",
"builder_location_evidence_type": "dated_location_inference",
"builder_location_basis": "Primary builder Köksal was an LMU Munich researcher during the 2023 project, before his 2024 Cambridge visit and 2025 London job. Cambridge coauthorship is retained separately and does not locate the primary training work in Britain.",
"builder_location_sources": [
"https://arxiv.org/html/2304.08460v3",
"https://akoksal.com/"
],
"institutional_affiliation_at_build": "yes",
"project_backing": "yes",
"external_project_funding": "yes",
"funding_basis": "Academic collaboration acknowledges DFG SCHU2246/14-1; exact individual allocation not separated.",
"hardware": "LongForm paper Appendix A describes 2–4 NVIDIA A6000 48GB GPUs for fine-tuning; exact allocation to OPT-125M is not separately specified",
"compute_source": "academic project compute",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/akoksal/LongForm-OPT-125M/raw/e0a724bdc182ba5ce4ac07f97d1556fe8720c549/README.md",
"https://akoksal.com/",
"https://github.com/akoksal",
"https://github.com/akoksal/LongForm",
"https://arxiv.org/html/2304.08460v3"
],
"access_date": "2026-10-30"
},
{
"model_id": "AneekC/quipu-114m",
"account": "AneekC",
"identified_person_ids": [
"aneek-chattopadhyay"
],
"builder_person_ids": [
"aneek-chattopadhyay"
],
"builder_names": [
"Aneek Chattopadhyay"
],
"role_basis": "Publisher and stated trainer",
"model_provenance": "from_scratch",
"origin_category": "from_scratch_pretraining",
"from_scratch": "yes",
"natural_language": "yes",
"uk_build_status": "no",
"builder_location_country": "Singapore",
"builder_location_place": "Singapore",
"builder_location_period": "September–October2026 Quipu development and release period",
"builder_location_evidence_type": "dated_location_inference",
"builder_location_basis": "Quipu is dated September2026 on the creator's Singapore professional profile. The public professional timeline places his SPManufacturing AI role in Singapore fromApril2026, after Singapore study/research2024–March2026 and Manchester roles ending2024. This dates the builder's professional base to Singapore during these short training runs; rented GPU country remains separate.",
"builder_location_sources": [
"https://sg.linkedin.com/in/aneek-chattopadhyay-1a253020a",
"https://www.signalhire.com/profiles/aneek-chattopadhyay-email/252716153"
],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Project-specific funding not established.",
"hardware": "1 RTX5060 Laptop8GB;45h22m",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/AneekC/quipu-114m/raw/c9bcf161d4dbadbe0e7f6df3105c249b77887eea/README.md",
"https://sg.linkedin.com/in/aneek-chattopadhyay-1a253020a"
],
"access_date": "2026-10-30"
},
{
"model_id": "AneekC/quipu-moe-1B-A149M",
"account": "AneekC",
"identified_person_ids": [
"aneek-chattopadhyay"
],
"builder_person_ids": [
"aneek-chattopadhyay"
],
"builder_names": [
"Aneek Chattopadhyay"
],
"role_basis": "Publisher and stated trainer",
"model_provenance": "from_scratch",
"origin_category": "from_scratch_pretraining",
"from_scratch": "yes",
"natural_language": "yes",
"uk_build_status": "no",
"builder_location_country": "Singapore",
"builder_location_place": "Singapore",
"builder_location_period": "September–October2026 Quipu development and release period",
"builder_location_evidence_type": "dated_location_inference",
"builder_location_basis": "Quipu is dated September2026 on the creator's Singapore professional profile. The public professional timeline places his SPManufacturing AI role in Singapore fromApril2026, after Singapore study/research2024–March2026 and Manchester roles ending2024. This dates the builder's professional base to Singapore during these short training runs; rented GPU country remains separate.",
"builder_location_sources": [
"https://sg.linkedin.com/in/aneek-chattopadhyay-1a253020a",
"https://www.signalhire.com/profiles/aneek-chattopadhyay-email/252716153"
],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Project-specific funding not established.",
"hardware": "1 rented RTX5090 32GB;USD18.75 session/data-build ledger",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/AneekC/quipu-moe-1B-A149M/raw/70c136b10f191791f39236f4b966061dd7f421ed/README.md",
"https://sg.linkedin.com/in/aneek-chattopadhyay-1a253020a"
],
"access_date": "2026-10-30"
},
{
"model_id": "bigscience/bloom-560m-intermediate",
"account": "bigscience",
"identified_person_ids": [
"daniel-van-strien"
],
"builder_person_ids": [],
"builder_names": [],
"role_basis": "Dataset and applications contributor: Daniel van Strien; exact checkpoint training role not established.",
"model_provenance": "from_scratch",
"origin_category": "from_scratch_pretraining",
"from_scratch": "yes",
"natural_language": "yes",
"uk_build_status": "unknown",
"builder_location_country": null,
"builder_location_place": null,
"builder_location_period": null,
"builder_location_evidence_type": "unresolved",
"builder_location_basis": "Identified person has a contributor or contextual role, or no individual model builder was established; do not substitute contributor location for builder location.",
"builder_location_sources": [],
"institutional_affiliation_at_build": "unknown",
"project_backing": "yes",
"external_project_funding": "yes",
"funding_basis": "BLOOM project used a GENCI public compute allocation, 2021-A0101012475, on IDRIS/CNRS Jean Zay. This is explicit in-kind project support; the inspected acknowledgement does not specify funding paid to Daniel van Strien or a separate 560M budget.",
"hardware": "Exact intermediate-checkpoint allocation unresolved. The card repeats 176B-scale 384 A100 infrastructure. The official matching small-model configuration (tr11e-350M: 24 layers, hidden 1024, 16 heads) requests 32 V100-32GB GPUs; configuration is not an execution log.",
"compute_source": "GENCI/IDRIS/CNRS project compute",
"physical_compute_country": "France",
"physical_compute_scope": "BLOOM project-level training at Jean Zay; exact intermediate checkpoint allocation unseparated",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/bigscience/bloom-560m-intermediate/raw/fac2c0b5210dd3ad43b2e0e488ea9fa26d250bb2/README.md",
"https://github.com/davanstrien",
"https://arxiv.org/html/2211.05100v4",
"https://huggingface.co/bigscience/bloom-560m-intermediate",
"https://github.com/bigscience-workshop/bigscience/blob/master/train/tr11-176B-ml/smaller_models/tr11e-350M-ml.slurm"
],
"access_date": "2026-10-30"
},
{
"model_id": "bigscience/bloomz-560m",
"account": "bigscience",
"identified_person_ids": [
"samuel-albanie"
],
"builder_person_ids": [],
"builder_names": [],
"role_basis": "Prompt-appendix author and paper contributor, explicitly in Appendix A; not identified as a trainer.",
"model_provenance": "derived",
"origin_category": "fine_tuning",
"from_scratch": "no",
"natural_language": "yes",
"uk_build_status": "unknown",
"builder_location_country": null,
"builder_location_place": null,
"builder_location_period": null,
"builder_location_evidence_type": "unresolved",
"builder_location_basis": "Identified person has a contributor or contextual role, or no individual model builder was established; do not substitute contributor location for builder location.",
"builder_location_sources": [],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "BLOOMZ paper acknowledges GENCI allocation 2021-A0101012475 for IDRIS/CNRS HPC access and explicitly places evaluations and data processing on Jean Zay. It does not separately identify the 560M fine-tuning budget or support paid to Samuel Albanie.",
"hardware": "Card lists 64 A100-80GB project infrastructure and 1x1x1 model parallel layout. Official matching tr13e-350m configurations request either 32 A100 GPUs or 32 V100-32GB GPUs; exact released-checkpoint execution allocation is unresolved.",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/bigscience/bloomz-560m/raw/a2845d7e13dd12efae154a9f1c63fcc2e0cc4b05/README.md",
"https://samuelalbanie.com/",
"https://aclanthology.org/2023.acl-long.891.pdf",
"https://arxiv.org/html/2211.01786v2",
"https://huggingface.co/bigscience/bloomz-560m",
"https://github.com/bigscience-workshop/bigscience/blob/master/train/tr13-mtf/smaller_models/tr13e-350m-mtf-xp3capmixnewcodelonglossseq-a100.slurm",
"https://github.com/bigscience-workshop/bigscience/blob/master/train/tr13-mtf/smaller_models/tr13e-350m-mtf-xp3capmixnewcodelonglossseq.slurm"
],
"access_date": "2026-10-30"
},
{
"model_id": "bigscience/distill-bloom-1b3",
"account": "bigscience",
"identified_person_ids": [],
"builder_person_ids": [],
"builder_names": [],
"role_basis": "Exact UK author or contributor role not established for this model.",
"model_provenance": "derived",
"origin_category": "distillation",
"from_scratch": "no",
"natural_language": "yes",
"uk_build_status": "unknown",
"builder_location_country": null,
"builder_location_place": null,
"builder_location_period": null,
"builder_location_evidence_type": "unresolved",
"builder_location_basis": "Identified person has a contributor or contextual role, or no individual model builder was established; do not substitute contributor location for builder location.",
"builder_location_sources": [],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Project-specific funding not established.",
"hardware": "unknown_for_exact_run",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/bigscience/distill-bloom-1b3/raw/e61d41db91584464739a6722269725026c8c1cbf/README.md"
],
"access_date": "2026-10-30"
},
{
"model_id": "bigscience/distill-bloom-1b3-10x",
"account": "bigscience",
"identified_person_ids": [],
"builder_person_ids": [],
"builder_names": [],
"role_basis": "Exact UK author or contributor role not established for this model.",
"model_provenance": "derived",
"origin_category": "distillation",
"from_scratch": "no",
"natural_language": "yes",
"uk_build_status": "unknown",
"builder_location_country": null,
"builder_location_place": null,
"builder_location_period": null,
"builder_location_evidence_type": "unresolved",
"builder_location_basis": "Identified person has a contributor or contextual role, or no individual model builder was established; do not substitute contributor location for builder location.",
"builder_location_sources": [],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Project-specific funding not established.",
"hardware": "unknown_for_exact_run",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/bigscience/distill-bloom-1b3-10x/raw/37767e4eaa3ec0e2ea0853fed93aba4af6f42f92/README.md"
],
"access_date": "2026-10-30"
},
{
"model_id": "BXYMartin/long-t5-tglobal-base-openhearthstone-v0.1",
"account": "BXYMartin",
"identified_person_ids": [
"xinyu_bai_bxymartin"
],
"builder_person_ids": [
"xinyu_bai_bxymartin"
],
"builder_names": [
"Xinyu (Martin) Bai"
],
"role_basis": "Published model authorship; source record distinguishes original builder and mirror publisher.",
"model_provenance": "derived",
"origin_category": "fine_tuning",
"from_scratch": "no",
"natural_language": "yes",
"uk_build_status": "yes",
"builder_location_country": "United Kingdom",
"builder_location_place": "London",
"builder_location_period": "2023-07 development/release period",
"builder_location_evidence_type": "dated_location_inference",
"builder_location_basis": "Named fine-tuner held a London-area hybrid ML engineering role at Fusionride October 2022–May 2026, covering the July 2023 release. UK builder location is inferred from the dated local professional activity; no physical GPU country is inferred.",
"builder_location_sources": [
"https://www.linkedin.com/in/xinyu-bai-a42514173/"
],
"institutional_affiliation_at_build": "yes",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Project-specific funding not established.",
"hardware": "unknown",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/BXYMartin/long-t5-tglobal-base-openhearthstone-v0.1/blob/94261062cfcc31adac76f5182bb7b6d4b98dd131/README.md",
"https://www.linkedin.com/in/xinyu-bai-a42514173/"
],
"access_date": "2026-10-30"
},
{
"model_id": "edeneldith/WiggleGPT",
"account": "edeneldith",
"identified_person_ids": [
"eden-eldith"
],
"builder_person_ids": [
"eden-eldith"
],
"builder_names": [
"Phillip C. O'Brien (Eden Eldith)"
],
"role_basis": "Individual model publisher and documented developer.",
"model_provenance": "from_scratch",
"origin_category": "pretrained_from_scratch",
"from_scratch": "yes",
"natural_language": "yes",
"uk_build_status": "yes",
"builder_location_country": "United Kingdom",
"builder_location_place": "Gosport",
"builder_location_period": "2025-10-23 to 2025-11-12",
"builder_location_evidence_type": "direct_public_statement",
"builder_location_basis": "Pinned public model card explicitly locates development and the training lab in Gosport; author is the individual builder.",
"builder_location_sources": [
"https://huggingface.co/edeneldith/WiggleGPT/raw/1ba13498a367e214496b72f202745c1846adda89/README.md"
],
"institutional_affiliation_at_build": "no",
"project_backing": "no",
"external_project_funding": "no",
"funding_basis": "Public model card states self-funded development without institutional funding.",
"hardware": "NVIDIA RTX 3070 8GB followed by RTX 5060 Ti 16GB; one GPU at a time.",
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"detail": "No actual training hardware found in public model cards/readme; preprint retrieval returned403."
},
"trained_status": "yes",
"own_from_scratch_lineage": "yes",
"provenance_confidence": "high",
"provenance_sources": [
{
"url": "https://huggingface.co/outpost-bio/Waypoint-6m/blob/2f14877d9ed09b7354dbd205bd426d94da3d616c/README.md",
"access_date": "2026-11-01"
},
{
"url": "https://github.com/Outpost-Bio/waypoint",
"access_date": "2026-11-01"
},
{
"url": "https://raw.githubusercontent.com/Outpost-Bio/waypoint/main/src/waypoint_bio/pretrain.py",
"access_date": "2026-11-01"
}
]
},
{
"model_id": "rayonlabs/bloomz-560m-databricks-dolly-15k-curated-en-622484de-f726-4a35-9a9c-a580e804a968",
"account": "rayonlabs",
"identified_person_ids": [
"christopher-subia-waud"
],
"builder_person_ids": [],
"builder_names": [],
"role_basis": "Published model authorship; source record distinguishes original builder and mirror publisher.",
"model_provenance": "mirror",
"origin_category": "duplicated_or_derived_instruction_finetuned_checkpoint",
"from_scratch": "no",
"natural_language": "yes",
"uk_build_status": "not_applicable",
"builder_location_country": null,
"builder_location_place": null,
"builder_location_period": null,
"builder_location_evidence_type": "not_applicable",
"builder_location_basis": "Frozen repository is a mirror/copy or inherited derivative, not a new from-scratch run by the named contextual person.",
"builder_location_sources": [],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "exact_Rayon_checkpoint_funding_unknown",
"hardware": "exact_Rayon_run_unknown",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/rayonlabs/bloomz-560m-databricks-dolly-15k-curated-en-622484de-f726-4a35-9a9c-a580e804a968/raw/79960b50a005261dcb61812f4a07e620b8e269df/README.md",
"https://eprints.soton.ac.uk/501903/1/pda_version_Thesis_Final-1.pdf",
"https://sg.linkedin.com/in/chris-subia-waud",
"https://arxiv.org/html/2506.07940v1",
"https://huggingface.co/cwaud",
"https://github.com/wanderingweights",
"https://huggingface.co/rayonlabs/bloomz-560m-databricks-dolly-15k-curated-en-622484de-f726-4a35-9a9c-a580e804a968/commits/main"
],
"access_date": "2026-10-30"
},
{
"model_id": "SallySims/equibert-generator",
"account": "SallySims",
"identified_person_ids": [
"sally-sonia-simmons"
],
"builder_person_ids": [
"sally-sonia-simmons"
],
"builder_names": [
"Sally Sonia Simmons"
],
"role_basis": "Named individual publisher; model-specific training relation described in training_origin.",
"model_provenance": "derived",
"origin_category": "fine_tuning",
"from_scratch": "no",
"natural_language": "yes",
"uk_build_status": "unknown",
"builder_location_country": null,
"builder_location_place": null,
"builder_location_period": null,
"builder_location_evidence_type": "unresolved",
"builder_location_basis": "No dated builder-location link established for this model in the saved evidence.",
"builder_location_sources": [],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Project-specific funding not established.",
"hardware": "Not stated.",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/SallySims/equibert-generator/raw/d68b17414c3ebabb53131e40cabeb2fdebf46d02/README.md",
"https://github.com/SallySims"
],
"access_date": "2026-10-30"
},
{
"model_id": "sarimahsan101/nova-141m-tinystories",
"account": "sarimahsan101",
"identified_person_ids": [
"syed_sarim_ahsan"
],
"builder_person_ids": [
"syed_sarim_ahsan"
],
"builder_names": [
"Syed Sarim Ahsan"
],
"role_basis": "Published model authorship; source record distinguishes original builder and mirror publisher.",
"model_provenance": "from_scratch",
"origin_category": "from_scratch_author_claim",
"from_scratch": "yes",
"natural_language": "yes",
"uk_build_status": "no",
"builder_location_country": "Pakistan",
"builder_location_place": "Karachi",
"builder_location_period": "2026-07",
"builder_location_evidence_type": "dated_location_inference",
"builder_location_basis": "Model period overlaps Karachi university study and dated local work; the London employer role is explicitly remote. Builder country is inferred from that combined chronology, not the employer’s address.",
"builder_location_sources": [
"https://syedsarimahsan.netlify.app/Syed_Sarim_Ahsan.pdf",
"https://github.com/sarimahsan"
],
"institutional_affiliation_at_build": "yes",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Project-specific funding not established.",
"hardware": "CV documents T4/Colab/Kaggle for other named research projects; not assigned to this model.; unknown",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/sarimahsan101/nova-141m-tinystories/raw/358ddda78a8e136d8120e024c9c9ea32f8bc3f06/README.md",
"https://github.com/sarimahsan",
"https://github.com/sarimahsan/sarimahsan/blob/main/README.md",
"https://syedsarimahsan.netlify.app/",
"https://syedsarimahsan.netlify.app/Syed_Sarim_Ahsan.pdf"
],
"access_date": "2026-10-30"
},
{
"model_id": "sdobson/tinystories-llama-15m",
"account": "sdobson",
"identified_person_ids": [
"sam-dobson"
],
"builder_person_ids": [
"sam-dobson"
],
"builder_names": [
"Sam Dobson"
],
"role_basis": "Named individual publisher; model-specific training relation described in training_origin.",
"model_provenance": "from_scratch",
"origin_category": "from_scratch_pretraining_inferred",
"from_scratch": "yes",
"natural_language": "yes",
"uk_build_status": "unknown",
"builder_location_country": null,
"builder_location_place": null,
"builder_location_period": null,
"builder_location_evidence_type": "unresolved",
"builder_location_basis": "No dated builder-location link established for this model in the saved evidence.",
"builder_location_sources": [],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Exact-model funding and compute remain unestablished. Public2019 Big4 consultant role establishes an institutional career route. The separate nanochat rental is not assigned to this model.",
"hardware": "Actual training hardware not stated; bfloat16 and hyperparameters are supplied.",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/sdobson/tinystories-llama-15m/raw/6cc2bab8c4a55cce6f7532317af84a94bb340d5e/README.md",
"https://github.com/samdobson",
"https://gist.github.com/samdobson",
"https://samdobson.uk/",
{
"url": "https://huggingface.co/sdobson/tinystories-llama-15m/raw/6cc2bab8c4a55cce6f7532317af84a94bb340d5e/README.md",
"access_date": "2026-11-01",
"scope": "Saved frozen model-card training/origin/architecture/attribution text read locally; no network"
}
],
"access_date": "2026-10-30",
"own_from_scratch_lineage": "yes",
"trained_status": "yes",
"checkpoint_operation": "pretraining",
"provenance_basis": "Saved card documents own tiny Llama2-architecture model trained100,000 iterations on TinyStories using code adapted from Karpathy llama2.c. The small custom training run supports own scratch origin; architecture/code credit remains Meta/Karpathy.",
"provenance_evidence_level": "inferred_from_saved_development_evidence",
"provenance_confidence": "medium",
"compute_used": "Actual training hardware not stated; bfloat16 and hyperparameters are supplied.",
"open_question": "Builder location during the model-development period, actual run hardware and project-specific support remain unrecorded."
},
{
"model_id": "shwars/fido-rugpt3-small",
"account": "shwars",
"identified_person_ids": [
"shwars:dmitri-soshnikov"
],
"builder_person_ids": [
"shwars:dmitri-soshnikov"
],
"builder_names": [
"Dmitri Soshnikov"
],
"role_basis": "Published model authorship; source record distinguishes original builder and mirror publisher.",
"model_provenance": "derived",
"origin_category": "fine_tuned_existing_pretrained_model",
"from_scratch": "no",
"natural_language": "yes",
"uk_build_status": "unknown",
"builder_location_country": null,
"builder_location_place": null,
"builder_location_period": null,
"builder_location_evidence_type": "unresolved",
"builder_location_basis": "No dated builder-location link established for this model in the saved evidence.",
"builder_location_sources": [],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "payer_or_sponsorship_unknown",
"hardware": "Card gives V100 compute and about3 hours; it does not state device count. The linked art page’s9h/A100 example concerns a different English GPT-2-large model.; cloud_datacentre_gpu; Yandex DataSphere; ['NVIDIA V100']; Unspecified; 3",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/shwars/fido-rugpt3-small/raw/0ea7b3e5a5243c55160e11194fbd01384db7c444/README.md",
"https://soshnikov.com/art/fidoci",
"https://soshnikov.com/personal/about"
],
"access_date": "2026-10-30"
},
{
"model_id": "vilm/Quyen-SE-v0.1",
"account": "vilm",
"identified_person_ids": [
"vilm:minh-dung-dao"
],
"builder_person_ids": [
"vilm:minh-dung-dao"
],
"builder_names": [
"Minh-Dung Dao"
],
"role_basis": "Published model authorship; source record distinguishes original builder and mirror publisher.",
"model_provenance": "derived",
"origin_category": "fine_tuned_existing_pretrained_model",
"from_scratch": "no",
"natural_language": "yes",
"uk_build_status": "unknown",
"builder_location_country": null,
"builder_location_place": null,
"builder_location_period": null,
"builder_location_evidence_type": "unresolved",
"builder_location_basis": "No dated builder-location link established for this model in the saved evidence.",
"builder_location_sources": [],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Acknowledgment documents in-kind resources; no cash amount or grant mechanism stated.; external_compute_and_data_support_explicit",
"hardware": "Card names compute supporters but gives no device model, count or duration.; supported_compute_unspecified; []; unknown",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/vilm/Quyen-SE-v0.1/raw/3218bf42508847fa858f302b10f82b1fa014e30b/README.md",
"https://huggingface.co/qnguyen3",
"https://dungminhdao.github.io"
],
"access_date": "2026-10-30"
},
{
"model_id": "XBOT-RK/distilgpt2-wiki-qa",
"account": "XBOT-RK",
"identified_person_ids": [
"rajesh_kanna_v"
],
"builder_person_ids": [
"rajesh_kanna_v"
],
"builder_names": [
"Rajesh Kanna V."
],
"role_basis": "Individual model publisher and documented developer.",
"model_provenance": "derived",
"origin_category": "fine_tuned_existing_checkpoint",
"from_scratch": "no",
"natural_language": "yes",
"uk_build_status": "unknown",
"builder_location_country": null,
"builder_location_place": null,
"builder_location_period": null,
"builder_location_evidence_type": "unresolved",
"builder_location_basis": "No dated builder-location link established for this model in the saved evidence.",
"builder_location_sources": [],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Project-specific funding not established.",
"hardware": "Usage selects CUDA if available, not training-hardware evidence.; unknown",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact model unless stated otherwise",
"purchase_price_bands": [
"unknown"
],
"sources": [
"https://huggingface.co/XBOT-RK/distilgpt2-wiki-qa/raw/19e9df3f22291228e6733301c7e9b972fd4f1d1f/README.md",
"https://vrajeshtrichy.github.io/website/education/",
"https://vrajeshtrichy.github.io/website/experience/",
"https://github.com/vrajeshtrichy",
"https://uk.linkedin.com/in/vrajeshtrichy"
],
"access_date": "2026-10-30"
},
{
"model_id": "younsmirzai/stackadvisor-extractor",
"account": "younsmirzai",
"identified_person_ids": [
"fahim-mirza"
],
"builder_person_ids": [
"fahim-mirza"
],
"builder_names": [
"Fahim Mirza"
],
"role_basis": "Named individual model publisher and developer of the matching StackAdvisor application.",
"model_provenance": "derived",
"origin_category": "fine_tuning",
"from_scratch": "no",
"natural_language": "yes",
"uk_build_status": "unknown",
"builder_location_country": null,
"builder_location_place": null,
"builder_location_period": null,
"builder_location_evidence_type": "unresolved",
"builder_location_basis": "StackAdvisor developer lists Croydon, UK in July/September2026 app listings. Frozen model was created13January2026; its development-period country is unrecorded.",
"builder_location_sources": [
"https://play.google.com/store/apps/details?id=com.stackadvisor.app"
],
"institutional_affiliation_at_build": "unknown",
"project_backing": "unknown",
"external_project_funding": "unknown",
"funding_basis": "Exact-model project backing and funding unstated.",
"hardware": "not established",
"compute_source": "unknown",
"physical_compute_country": "unknown",
"physical_compute_scope": "exact frozen model",
"purchase_price_bands": [
"unknown"
],
"sources": [
{
"url": "https://huggingface.co/younsmirzai/stackadvisor-extractor/raw/fe770e5b63d709bcf786324e0eab7ac37817ae14/README.md",
"accessed_at": "2026-10-30T12:27:32.871054+00:00"
},
{
"url": "https://huggingface.co/younsmirzai/stackadvisor-extractor",
"accessed_at": "2026-11-01",
"read_method": "saved_card_read"
},
"https://huggingface.co/younsmirzai",
"https://play.google.com/store/apps/details?id=com.stackadvisor.app"
],
"access_date": "2026-11-01",
"provenance_basis": "Card explicitly identifies T5-small specialized for OCR delivery-order extraction. Best-supported reading is a task-specific T5-small derivative."
}
]
}
|