{"slug":"higgsfield","name":"Higgsfield","kind":"tool","deliveryMethods":["tool"],"kindLabel":"Tool","grade":"D","score":15,"tagline":"","description":"Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters","tags":["distributed-training","gpu","cluster-management","pytorch","llama"],"url":"https://way.space/tool/higgsfield","stars":"—","category":"training","categories":["training","deployment"],"repo":"https://github.com/higgsfield-ai/higgsfield","license":"Apache-2.0","maintainers":[{"login":"higgsfield-ai","url":"https://github.com/higgsfield-ai","isMember":false,"verified":false}],"scoreWhy":[{"label":"Contributors & bus-factor","detail":"4 recent contributors","direction":"positive"},{"label":"Commit recency","detail":"last commit 982d ago","direction":"negative"},{"label":"Commit cadence","detail":"0 commits in 90 days","direction":"negative"},{"label":"Issue close ratio","detail":"21% of issues closed","direction":"positive"},{"label":"Release cadence","detail":"0 releases in 12 months","direction":"negative"},{"label":"Stars (log-damped)","detail":"6,139 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 (0.20 per star)","direction":"positive"}]}