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Generative AI

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[Databricks][Practice] genAI Practice Common Applications LabCommon Applications with LLMsRequirementsClassroom SetupCommon LLM ApplicationsSummarizationSentiment AnalysisTranslationZero-shot classificationFew-shot learningHugging Face APIsSearch and sampling in inferenceAuto* loaders for tokenizers and modelsModel-specific tokenizer and model loadersSummary  RAG (Retrieval-Augmented Generation) with FAISS and ChromaRetrieval-Augmen..
[Databricks][Documentation] Generative AI & LLMs 0. Generative AI & LLMshttps://docs.databricks.com/en/generative-ai/generative-ai.htmlThis article provides an overview of generative AI on Databricks and includes links to example notebooks and demos.What is generative AI?Generative AI is a type of artificial intelligence focused on the ability of computers to use models to create content like images, text, code, and synthetic data.Generative A..
[FastCampus] GenAI / LLM Lecture 3  https://fastcampus.co.kr/data_red_golbin The RED : 프롬프트 엔지니어링, LLM(ChatGPT) 기반의 AI 서비스 개발 | 패스트캠퍼스"최고의 프롬프트 엔니지어링 한국어 강의" - 마이크로소프트 데이터 사이언티스트 H님ㅣMETA, 구글, MS 실무자들 추천! AI 서비스를 어떤 질문에도 일관적으로 맞는 답을 하게 만드는 '프롬프트 엔fastcampus.co.kr https://fastcampus.co.kr/data_online_llmlmm 6개 AI 프로덕트로 완성하는 LLM/LMM 서비스 개발의 모든 것 : 프롬프트 엔지니어링부터 멀티모달까야*자, 파*고, 여기*때, 구*쇼핑 등 가장 대표적인, 대중적인 서비스들의 누구나 한 번쯤 사용해 봤을 AI 기능 9..
[AWS] Generative AI, Foundation Model, Large Language Models, Prompt Engineering, Retrieval Augmented Generation, LangChain, Vector Database, Hugging Face Generative AI What is generative AI ? Generative AI is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. AI technologies attempt to mimic human intelligence in nontraditional computing tasks like image recognition, natural language processing (NLP), and translation. Generative AI is the next step in artificial intelligence. You can t..
[Databricks] The Big Book of Generative AI 5 ways to leverage your data to build production-quality Gen AI applications Contents Introduction The Path to Deploying Production-Quality GenAI Applications Stage0 : Foundation Models Use Case : Introducing DBRX : A New State-of-the-Art Open LLM Stage1 : Prompt Engineering Use Case : Automated Analysis of Product Reviews Using Large Language Models Stage2 : Retrieval Augmented Generation (RAG)..
[Databricks] Generative AI Engineering Pathway https://www.databricks.com/learn/training/generative-ai-fundamentals-accreditation https://customer-academy.databricks.com/pages/29/customer-academy-home-page  1. Generative AI Fundamentals2. Generative AI Fundamentals Accreditation3. Generative AI Engineering with Databricks            Generative AI fundamentals  - Synthetic image generation :Synthetic image g..
Generative AI on Artefact Here, I attached genrative AI file link by artefact https://www.artefact.com//wp-content/uploads/2024/04/Artefact-GenAI-Survey.pdf
[FoundationModel][Report] On the Opportunities and Risks of Foundation Models, Ongoing 24.04.15~ AbstractAI is undergoing a paradigm shift with the rise of models (e.g., BERT, DALL-E, GPT-3) trained on broad data (generally using self-supervision at scale) that can be adopted to a wide range of downstream tasks. We call these models foundation models to underscore their critically central yet incomplete character. This report provides a thorough accountt for the opportunities..

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