PinnedPublished inArtificial CornerMastering Llama 2: A Comprehensive Guide to Fine-Tuning in Google ColabDive deep into Llama 2 — the cutting-edge NLP model. This guide covers everything from setup and loading to fine-tuning and deployment in…Sep 3, 20239Sep 3, 20239
PinnedPublished inTowards AIThe Zero Redundancy Optimizer (ZeRO): A Short Introduction with PythonUncover how Zero Redundancy Optimizer transforms data parallelism, boosting memory and computational efficacy.Aug 15, 2023Aug 15, 2023
PinnedPublished inBetter ProgrammingPower of DocsGPT: A Tutorial on Querying PDF and Word DocumentsLearn to use DocsGPT, a tool leveraging OpenAI’s GPT for querying PDF, PowerPoint, and Word documents using Google CollaboratoryJun 21, 20232Jun 21, 20232
PinnedPublished inLevel Up CodingBuilding a Cutting-Edge Machine Learning Platform: A Step-by-Step GuideGet a complete guide to building a top-notch machine learning platform. Learn data and model management, hosting, experiments, and…May 28, 20235May 28, 20235
PinnedPublished inLevel Up CodingLLM Behind the Scenes: Exploring Transformers with TensorFlowUnleash the Potential of Language Models (LLMs) with Transformers and TensorFlow. This comprehensive tutorial takes you on a journey…May 18, 20232May 18, 20232
Published inLevel Up CodingFrom Mechanical Engineering PhD to AI Software Engineer at Google: A Career ShiftThis post details my journey from PhD in mechanical engineering to AI and SWE roles. I’ll explain how I transitioned from AI course…Dec 17, 20242Dec 17, 20242
Published inLevel Up CodingEnhancing User Experience and Ethical Practices in Machine LearningEnhance ML user experience consistently, streamline cross-functional team efforts, and ensure ethical AI practices for better trust and…Dec 15, 2024Dec 15, 2024
Published inLevel Up CodingOvercoming ML Production Challenges: Production Failures and Managing Data Distribution ShiftsDiscover why ML models fail in production, explore data distribution shifts, and learn effective monitoring to maintain model performance.Dec 12, 2024Dec 12, 2024
Published inLevel Up CodingOptimizing Machine Learning Infrastructure: Efficient Storage, Scalable Compute, and Streamlined…Learn how to optimize ML infrastructure with efficient data storage, scalable compute resources, and streamlined development environments…Dec 12, 2024Dec 12, 2024
Published inArtificial Intelligence in Plain EnglishContinual Learning in Machine Learning: Real-time Updates for Dynamic DataThis chapter explores continual learning, updating models to adapt to data shifts efficiently, and highlighting stateful training…Dec 9, 2024Dec 9, 2024
