{"slug":"graphgen","name":"GraphGen","kind":"tool","deliveryMethods":["tool"],"kindLabel":"Tool","grade":"C","score":60,"tagline":"GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation","description":"[//]: # (- 🌟 [Key Features]&#40;#-key-features&#41;) [//]: # (- 💰 [Cost Analysis]&#40;#-cost-analysis&#41;) [//]: # (- ⚙️ [Configurations]&#40;#-configurations&#41;)","tags":["synthetic-data","knowledge-graph","sft","fine-tune","dataset-generation","question-answering"],"url":"https://way.space/tool/graphgen","stars":"—","category":"data-wrangling","categories":["data-wrangling","training"],"repo":"https://github.com/InternScience/GraphGen","website":"https://chenzihong.gitbook.io/graphgen-cookbook/","license":"Apache-2.0","maintainers":[{"login":"InternScience","url":"https://github.com/InternScience","isMember":false,"verified":false},{"login":"ChenZiHong-Gavin","url":"https://github.com/ChenZiHong-Gavin","isMember":false,"verified":false},{"login":"tpoisonooo","url":"https://github.com/tpoisonooo","isMember":false,"verified":false},{"login":"CHERRY-ui8","url":"https://github.com/CHERRY-ui8","isMember":false,"verified":false}],"scoreWhy":[{"label":"Contributors & bus-factor","detail":"7 recent contributors — concentrated","direction":"positive"},{"label":"Commit recency","detail":"last commit 66d ago","direction":"positive"},{"label":"Commit cadence","detail":"1 commits in 90 days","direction":"positive"},{"label":"Issue close ratio","detail":"77% of issues closed","direction":"positive"},{"label":"Release cadence","detail":"0 releases in 12 months","direction":"negative"},{"label":"Stars (log-damped)","detail":"1,234 stars (log-damped)","direction":"positive"},{"label":"Star authenticity","detail":"star-velocity check unavailable — GitHub no longer publishes stargazer timestamps for this repo","direction":"neutral"},{"label":"Engagement-to-star ratio","detail":"healthy engagement (0.25 per star)","direction":"positive"}]}