{"data":{"repository":{"slug":"makazhanalpamys/soup","owner":"MakazhanAlpamys","name":"Soup","description":"Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.","language":"Python","topics":["cli","consumer-gpu","dpo","fine-tuning","gguf","huggingface","llm","llmops","local-ai","local-llm","lora","low-vram","machine-learning","ollama","peft","python","pytorch","qlora","sft","transformers"],"category":"GitHub Trending","stars":9255,"forks":1509,"openIssues":221,"contributors":25},"signal":{"period":"7d","momentumScore":85,"status":"surging","activityDeltaPct":0,"contributorDeltaPct":0,"responseHours":67.3,"releaseCadenceDays":8,"starsDelta":620,"commits":100,"pullRequests":35,"issuesClosed":6,"activeContributors":25,"sparkline":[12,12,25,37,77,28,88,70,32,61,81,28]},"source":{"mode":"live_sample","updatedAt":"2026-10-17T21:32:03.018Z","updatedAtEpochMs":1792272723018},"history":[{"activeContributors":24,"capturedAt":"2026-09-26T15:01:29.063Z","commits":100,"day":"2026-09-26","momentumScore":87,"releaseCadenceDays":7,"responseHours":33.8,"stars":7249,"capturedAtEpochMs":1790434889063},{"activeContributors":24,"capturedAt":"2026-09-27T00:05:10.007Z","commits":100,"day":"2026-09-27","momentumScore":87,"releaseCadenceDays":7,"responseHours":33.8,"stars":7249,"capturedAtEpochMs":1790467510007},{"activeContributors":24,"capturedAt":"2026-09-28T00:05:10.016Z","commits":100,"day":"2026-09-28","momentumScore":87,"releaseCadenceDays":7,"responseHours":33.8,"stars":7249,"capturedAtEpochMs":1790553910016},{"activeContributors":29,"capturedAt":"2026-09-29T05:11:22.385Z","commits":100,"day":"2026-09-29","momentumScore":84,"releaseCadenceDays":7,"responseHours":132.1,"stars":7494,"capturedAtEpochMs":1790658682385},{"activeContributors":29,"capturedAt":"2026-09-30T00:05:10.016Z","commits":100,"day":"2026-09-30","momentumScore":84,"releaseCadenceDays":7,"responseHours":132.1,"stars":7494,"capturedAtEpochMs":1790726710016},{"activeContributors":29,"capturedAt":"2026-10-01T00:05:10.010Z","commits":100,"day":"2026-10-01","momentumScore":84,"releaseCadenceDays":7,"responseHours":132.1,"stars":7494,"capturedAtEpochMs":1790813110010},{"activeContributors":34,"capturedAt":"2026-10-02T22:06:36.130Z","commits":100,"day":"2026-10-02","momentumScore":85,"releaseCadenceDays":7,"responseHours":74.7,"stars":8026,"capturedAtEpochMs":1790978796130},{"activeContributors":34,"capturedAt":"2026-10-03T00:05:10.011Z","commits":100,"day":"2026-10-03","momentumScore":85,"releaseCadenceDays":7,"responseHours":74.7,"stars":8026,"capturedAtEpochMs":1790985910011},{"activeContributors":34,"capturedAt":"2026-10-04T00:05:10.010Z","commits":100,"day":"2026-10-04","momentumScore":85,"releaseCadenceDays":7,"responseHours":74.7,"stars":8026,"capturedAtEpochMs":1791072310010},{"activeContributors":34,"capturedAt":"2026-10-05T23:11:22.202Z","commits":100,"day":"2026-10-05","momentumScore":84,"releaseCadenceDays":7,"responseHours":132.4,"stars":8207,"capturedAtEpochMs":1791241882202},{"activeContributors":34,"capturedAt":"2026-10-06T00:05:10.013Z","commits":100,"day":"2026-10-06","momentumScore":84,"releaseCadenceDays":7,"responseHours":132.4,"stars":8207,"capturedAtEpochMs":1791245110013},{"activeContributors":34,"capturedAt":"2026-10-07T00:05:10.006Z","commits":100,"day":"2026-10-07","momentumScore":84,"releaseCadenceDays":7,"responseHours":132.4,"stars":8207,"capturedAtEpochMs":1791331510006},{"activeContributors":34,"capturedAt":"2026-10-08T00:05:10.010Z","commits":100,"day":"2026-10-08","momentumScore":84,"releaseCadenceDays":7,"responseHours":132.4,"stars":8207,"capturedAtEpochMs":1791417910010},{"activeContributors":28,"capturedAt":"2026-10-09T13:11:22.431Z","commits":100,"day":"2026-10-09","momentumScore":84,"releaseCadenceDays":7,"responseHours":136.7,"stars":8408,"capturedAtEpochMs":1791551482431},{"activeContributors":28,"capturedAt":"2026-10-10T00:05:10.009Z","commits":100,"day":"2026-10-10","momentumScore":84,"releaseCadenceDays":7,"responseHours":136.7,"stars":8408,"capturedAtEpochMs":1791590710009},{"activeContributors":28,"capturedAt":"2026-10-11T00:05:10.009Z","commits":100,"day":"2026-10-11","momentumScore":84,"releaseCadenceDays":7,"responseHours":136.7,"stars":8408,"capturedAtEpochMs":1791677110009},{"activeContributors":28,"capturedAt":"2026-10-12T00:05:10.008Z","commits":100,"day":"2026-10-12","momentumScore":84,"releaseCadenceDays":7,"responseHours":136.7,"stars":8408,"capturedAtEpochMs":1791763510008},{"activeContributors":31,"capturedAt":"2026-10-13T04:06:34.988Z","commits":100,"day":"2026-10-13","momentumScore":82,"releaseCadenceDays":8,"responseHours":203.8,"stars":8635,"capturedAtEpochMs":1791864394988},{"activeContributors":31,"capturedAt":"2026-10-14T00:05:10.009Z","commits":100,"day":"2026-10-14","momentumScore":82,"releaseCadenceDays":8,"responseHours":203.8,"stars":8635,"capturedAtEpochMs":1791936310009},{"activeContributors":31,"capturedAt":"2026-10-15T00:05:10.010Z","commits":100,"day":"2026-10-15","momentumScore":82,"releaseCadenceDays":8,"responseHours":203.8,"stars":8635,"capturedAtEpochMs":1792022710010},{"activeContributors":31,"capturedAt":"2026-10-16T00:05:10.009Z","commits":100,"day":"2026-10-16","momentumScore":82,"releaseCadenceDays":8,"responseHours":203.8,"stars":8635,"capturedAtEpochMs":1792109110009},{"activeContributors":25,"capturedAt":"2026-10-17T21:32:03.018Z","commits":100,"day":"2026-10-17","momentumScore":85,"releaseCadenceDays":8,"responseHours":67.3,"stars":9255,"capturedAtEpochMs":1792272723018},{"activeContributors":25,"capturedAt":"2026-10-18T00:05:10.013Z","commits":100,"day":"2026-10-18","momentumScore":85,"releaseCadenceDays":8,"responseHours":67.3,"stars":9255,"capturedAtEpochMs":1792281910013},{"activeContributors":25,"capturedAt":"2026-10-19T00:05:10.011Z","commits":100,"day":"2026-10-19","momentumScore":85,"releaseCadenceDays":8,"responseHours":67.3,"stars":9255,"capturedAtEpochMs":1792368310011},{"activeContributors":25,"capturedAt":"2026-10-20T00:05:10.012Z","commits":100,"day":"2026-10-20","momentumScore":85,"releaseCadenceDays":8,"responseHours":67.3,"stars":9255,"capturedAtEpochMs":1792454710012},{"activeContributors":25,"capturedAt":"2026-10-21T00:05:10.011Z","commits":100,"day":"2026-10-21","momentumScore":85,"releaseCadenceDays":8,"responseHours":67.3,"stars":9255,"capturedAtEpochMs":1792541110011}]},"meta":{"generatedAt":"2026-10-21T06:37:11.943Z","refreshSeconds":7200,"count":1,"period":"7d","caveat":"RepoCurrent is a directional, capped GitHub activity sample. It is not a security, quality, or production-readiness certification."},"links":{"self":"https://repocurrent.vercel.app/api/v1/repositories/makazhanalpamys/soup?period=7d","web":"https://repocurrent.vercel.app/repo/makazhanalpamys/soup","github":"https://github.com/makazhanalpamys/soup","badge":"https://repocurrent.vercel.app/api/badge/makazhanalpamys/soup","documentation":"https://repocurrent.vercel.app/docs/api#repository"}}