Exploring the Role of Women in Hugging Face Organizations
Fuente:
arXiv
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| Autori principali: | , , |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| _version_ | 1866913749942665216 |
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| author | Salinas, Maria Tubella González, Alexandra Martínez-Fernández, Silverio |
| author_facet | Salinas, Maria Tubella González, Alexandra Martínez-Fernández, Silverio |
| contents | Background: Despite its impact on innovation, gender diversity remains far from fully being achieved in open-source projects. Aims: We examine gender diversity in Hugging Face (HF) organizations, investigating its impact on innovation and team dynamics in open-source development projects. Method: We conducted a repository mining study, focusing on ML model development projects on HF, to explore the involvement of women in collaborative processes. Results: Women are highly underrepresented in both organizations and commits distribution, which is also found when analyzing individual developers. Conclusions: Addressing gender disparities is essential to create more equitable, diverse, and inclusive open-source ecosystems. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_17000 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Exploring the Role of Women in Hugging Face Organizations Salinas, Maria Tubella González, Alexandra Martínez-Fernández, Silverio Software Engineering Computers and Society Background: Despite its impact on innovation, gender diversity remains far from fully being achieved in open-source projects. Aims: We examine gender diversity in Hugging Face (HF) organizations, investigating its impact on innovation and team dynamics in open-source development projects. Method: We conducted a repository mining study, focusing on ML model development projects on HF, to explore the involvement of women in collaborative processes. Results: Women are highly underrepresented in both organizations and commits distribution, which is also found when analyzing individual developers. Conclusions: Addressing gender disparities is essential to create more equitable, diverse, and inclusive open-source ecosystems. |
| title | Exploring the Role of Women in Hugging Face Organizations |
| topic | Software Engineering Computers and Society |
| url | https://arxiv.org/abs/2503.17000 |