{"id":"wvqKyzJrBVc","title":"Training loops are not open sourcein Machine Learning","description":"Not open source... yeah, that's a training loop.. #NEARAI #MachineLearningInsights #TrainingLoopMysteries #ClosedSourceLimitations #ModifyingDataDistribution #SleeperAgentsInAI #DeepLearningExploration #DataManipulationRisks #UnderstandingMLModels #TrainingLoopInsights #AIUnderstanding","channel_name":"NEAR Protocol","published_at":"2024-06-08T00:00:00.000Z","thumbnail_url":"https://img.youtube.com/vi/wvqKyzJrBVc/hqdefault.jpg","transcript_text":"training Loop is not open sourced well you don't actually know what went into it yeah we don't know the data that went in we don't know the training Loop right so like if I say well I like llama but I want I wanted to understand images now so how about I change the training uh distribution a little bit right or like apply more filtering none of that is possible right I'm like and also the flip of side of this is this paper on sleeper agents where you pretty much train the model to have a specific behavior at a specific instance and that doesn't show up at any EV Val set or you know persists over fine tuning yeah","transcript_synced_at":"2026-11-03T05:50:41.843Z","segments":[{"start_seconds":0,"text":"training Loop is not open sourced well you don't actually know what went into it yeah we don't know the data that went in we don't know the training Loop right","url":"https://www.youtube.com/watch?v=wvqKyzJrBVc&t=0s"},{"start_seconds":7,"text":"so like if I say well I like llama but I want I wanted to understand images now so how about I change the training uh distribution a little bit right or like","url":"https://www.youtube.com/watch?v=wvqKyzJrBVc&t=7s"},{"start_seconds":15,"text":"apply more filtering none of that is possible right I'm like and also the flip of side of this is this paper on sleeper agents where you pretty much","url":"https://www.youtube.com/watch?v=wvqKyzJrBVc&t=15s"},{"start_seconds":22,"text":"train the model to have a specific behavior at a specific instance and that doesn't show up at any","url":"https://www.youtube.com/watch?v=wvqKyzJrBVc&t=22s"},{"start_seconds":29,"text":"EV Val set or you know persists over fine tuning yeah","url":"https://www.youtube.com/watch?v=wvqKyzJrBVc&t=29s"}],"youtube_url":"https://youtube.com/watch?v=wvqKyzJrBVc","url":"https://near-pedia.xyz/videos/wvqKyzJrBVc"}