PinnedPublished inTDS ArchiveSelf-Supervised Learning in Computer VisionHow to train models with only a few labeled examplesJan 29, 2023A response icon1Jan 29, 2023A response icon1
PinnedPublished inTDS ArchiveDesigning RAGsA guide to Retrieval-Augmented Generation design choices.Mar 14, 2024A response icon10Mar 14, 2024A response icon10
PinnedPublished inTDS ArchiveEvaluating Large Language ModelsHow do you know how good your LLM is? A complete guide.Jan 14, 2024A response icon3Jan 14, 2024A response icon3
Published inData Science CollectiveDebugging and Improving RAG PipelinesUsing Root Cause Analysis to Detect and Fix Failures in LLM ApplicationsNov 3Nov 3
Published inData Science CollectiveWhy Prompt Injection Still WorksAnd How to Catch It Before It’s Too LateAug 10Aug 10
Published inTDS ArchiveTransformers Key-Value (KV) Caching ExplainedSpeed up your LLM inferenceDec 11, 2024A response icon9Dec 11, 2024A response icon9
Published inTDS ArchiveReinforcement Learning from Human Feedback (RLHF) for LLMsAn ultimate guide to the crucial technique behind Large Language ModelsSep 23, 2024A response icon1Sep 23, 2024A response icon1
Published inTowards AIAdversarial Machine Learning: Defense StrategiesKnow thine enemy and protect your machine learning systems.Jul 19, 2024Jul 19, 2024
Published inTowards AIZero-Shot and Few-Shot Learning with LLMsGuidelines for optimal use.Apr 18, 2024Apr 18, 2024
Published inTDS ArchiveDetecting Concept Shift: Impact on Machine Learning PerformanceWhen should I retrain my model?Jan 16, 2024A response icon1Jan 16, 2024A response icon1