1 option
Large Language Models : An Introduction.
- Format:
- Book
- Author/Creator:
- Campesato, Oswald.
- Series:
- Computing and Information Technology
- Language:
- English
- Subjects (All):
- Natural language processing (Computer science).
- Physical Description:
- 1 online resource (503 p.).
- Place of Publication:
- Bloomfield : Mercury Learning & Information, 2024.
- Contents:
- 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?
- 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
- Notes:
- Electronic reproduction. Berlin Available via World Wide Web.
- Other Format:
- Print version: Campesato, Oswald Large Language Models
- ISBN:
- 9781501520587
- 150152058X
- Publisher Number:
- 90101665776
- Access Restriction:
- Restricted for use by site license.
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.