InLevel Up CodingbyArmin Norouzi, Ph.DAutomating Getty Images Metadata Creation with OpenAI Vision APIStreamline Getty image metadata generation with OpenAI Vision API. A guide for efficient image processing and metadata export with Python.Feb 12, 2024Feb 12, 2024
InArtificial CornerbyArmin Norouzi, Ph.DDeep Dive into Word Embeddings and Vector Database: Revolutionizing Textual SearchExplore word embeddings’ power in capturing language nuances and how vector databases such as FAISS turbocharge semantic vector searches.Sep 26, 2023Sep 26, 2023
InArtificial CornerbyArmin Norouzi, Ph.DMastering 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
InArtificial CornerbyArmin Norouzi, Ph.DRetrieval-Augmented Generation (RAG): A Short IntroductionDive into the essence of RAG in AI: a tool amplifying data richness & optimizing outcomes by connecting AI models to vast data resources.Sep 12, 2023Sep 12, 2023
InArtificial CornerbyArmin Norouzi, Ph.DDiscovering LLM Structures: Decoder-only, Encoder-only, or Decoder-EncoderExplore Transformer models’ rise in NLP, from their foundational architecture to their prowess in tasks like summarization and translation.Aug 29, 2023Aug 29, 2023
InLevel Up CodingbyArmin Norouzi, Ph.DA Comprehensive Guide to GPT-3.5 Turbo Fine-Tuning with Python ImplementationUnlock the power of OpenAI’s GPT-3 with this step-by-step guide on fine-tuning! Dive into Python code for seamless model training.Aug 24, 2023Aug 24, 2023
InArtificial CornerbyArmin Norouzi, Ph.DIntroducing PatentGPT: A Tool for Extracting Technical Measurements from PatentsA tool for automated patent download, analysis, and extraction of technical measurement to JSON file.Aug 18, 20231Aug 18, 20231
InTowards AIbyArmin Norouzi, Ph.DThe 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
InLevel Up CodingbyArmin Norouzi, Ph.DDemystifying BLEU, ROUGE, and METEOR: Key Metrics for Evaluating Generated Text in NLPUnravel the intricacies of BLEU, ROUGE, and METEOR metrics for NLP text quality. Implement and optimize with Python.Aug 9, 20235Aug 9, 20235
InBetter ProgrammingbyArmin Norouzi, Ph.DPower 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
InLevel Up CodingbyArmin Norouzi, Ph.DArtificial General Intelligence: A Brief ExplorationExplore the realm of Artificial General Intelligence (AGI), its potential, progress, risks, and the importance of regulation.Jun 4, 20231Jun 4, 20231
InLevel Up CodingbyArmin Norouzi, Ph.DThe brief history of Large Language Models: A Journey from ELIZA to GPT-4 and Google BardExplore the fascinating evolution of large language models (LLMs), from the earliest rule-based systems to the cutting-edge models of today…Jun 1, 2023Jun 1, 2023
InArtificial CornerbyArmin Norouzi, Ph.DAI Hallucinations: Understanding the Phenomenon and Exploring Potential SolutionsExploring the phenomenon of AI hallucinations, their implications, and ongoing efforts to mitigate them in the evolving AI landscape.May 31, 20235May 31, 20235
InLevel Up CodingbyArmin Norouzi, Ph.DLLM 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
InLevel Up CodingbyArmin Norouzi, Ph.DIntroduction to Generative Adversarial Network with TensorFlowThis notebook provides an introduction to Generative Adversarial Networks (GANs), a class of deep learning models that can generate new…May 15, 2023May 15, 2023
InLevel Up CodingbyArmin Norouzi, Ph.DHugging Face API Image Generation and FilteringIn this blog post, we will explore how to use the Hugging Face API, Stable Diffusion, and Face2Paint to generate and filter images.May 15, 2023May 15, 2023
