http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
Cover -- Half Title -- Title -- Copyright -- Dedication -- Contents -- Preface -- Chapter 1: The Generative AI Landscape -- What Is Generative AI? -- Key Features of Generative AI -- Popular Techniques in Generative AI -- What Makes Generative AI Different -- The Successes of Generative AI -- Generative AI and Art and Copyrights -- Text-to-Image Generation -- Stability AI/Stable Diffusion -- Imagen (Google) -- Make-a-Scene (Meta) -- GauGAN2 (NVIDIA) -- Conversational AI Versus Generative AI -- Primary Objective -- Applications -- Technologies Used -- Training and Interaction -- Evaluation
Data Requirements -- Is DALL-E Part of Generative AI? -- Are ChatGPT-3 and GPT-4 Part of Generative AI? -- Generative AI Versus ML, DL, NLP, and RL -- Which Fields Benefit the Most from Generative AI? -- How Will the Enterprise Space Benefit from Generative AI? -- The Impact of Generative AI on Jobs -- What is Artificial General Intelligence (AGI)? -- When Will AGI Arrive? -- How to Prepare for AGI -- Will AGI Control the World? -- Should Humans Fear AGI? -- Beyond AGI -- AGI Versus Generative AI -- DeepMind -- DeepMind and Games -- Player of Games (PoG) -- OpenAI -- Cohere -- Hugging Face
Hugging Face Libraries -- Hugging Face Model Hub -- AI21 -- Anthropic -- What are LLMs? -- A Brief History of Modern LLMs -- Aspects of LLM Development -- LLM Size Versus Performance -- Emergent Abilities of LLMs -- Success Stories in Generative AI -- Real-World Use Cases for Generative AI -- Generating Text from GPT-2 -- SORA (OpenAI) -- OpenSORA -- Summary -- Chapter 2: ChatGPT and GPT-4 -- What Is ChatGPT? -- ChatGPT: GPT-3 "On Steroids"? -- ChatGPT: Google "Code Red" -- ChatGPT Versus Google Search -- ChatGPT Custom Instructions -- ChatGPT on Mobile Devices and Browsers -- ChatGPT and Prompts
GPTBot -- ChatGPT Playground -- Plugins, Advanced Data Analytics, and CodeWhisperer -- Plugins -- Advanced Data Analytics -- Advanced Data Analytics Versus Claude 3 -- CodeWhisperer -- Detecting Generated Text -- Concerns About ChatGPT -- Code Generation and Dangerous Topics -- ChatGPT Strengths and Weaknesses -- Sample Queries and Responses from ChatGPT -- Alternatives to ChatGPT -- Google Gemini -- Gemini Ultra Versus GPT-4 -- YouChat -- Pi from Inflection -- What Is InstructGPT? -- VizGPT and Data Visualization -- What Is GPT-4? -- GPT-4 and Test-Taking Scores -- GPT-4 Parameters
GPT-4 Fine Tuning -- What Is GPT-4o? -- ChatGPT and GPT-4 Competitors -- Google Gemini (Formerly Bard) -- CoPilot (OpenAI/Microsoft) -- Codex (OpenAI) -- Apple GPT -- PaLM 2 -- Claude 3 -- LlaMa 3 -- When Is GPT-5 Available? -- Summary -- Chapter 3: LLMs and the BERT Family -- What Is the Purpose of LLMs? -- Model Size Versus Training Set Size -- Do LLMs Understand Language? -- Caveats Regarding LLMs -- What Are Foundation Models? -- Pitfalls of Working with LLMs -- What Is BERT? -- The BERT Family -- ALBERT -- BART -- BioBERT -- ClinicalBERT -- deBERTa (Surpassing Human Accuracy) -- DistilBERT
Natural language processing (Computer science)
Traitement automatique des langues naturelles
Bloomfield : Mercury Learning & Information,c2024