What Is Context Window? | Context Windows Explained | LLMs Conetxt Window Tutorial | Simplilearn скачать в хорошем качестве

What Is Context Window? | Context Windows Explained | LLMs Conetxt Window Tutorial | Simplilearn

🔥Professional Certificate in AI and Machine Learning - https://www.simplilearn.com/professio... ️🔥IITK - Professional Certificate Course in Generative AI and Machine Learning - https://www.simplilearn.com/iitk-prof... ️🔥Microsoft AI Engineer Program - https://www.simplilearn.com/ai-engine... ️🔥Applied Generative AI Specialization, delivered by Simplilearn in collaboration with Purdue University - https://www.simplilearn.com/applied-a..." In this tutorial on Context Window by Simplilearn, you'll learn everything about the basics of Generative AI and how Context Window in Large Language Models (LLMs) work. We’ll start with an introduction to what a context window is and why it matters. Then, we’ll explore the size of the context window and how it affects the model’s memory. Next, we’ll break down tokenization, how your input is split into smaller chunks called tokens. You’ll also understand what a tokenizer does behind the scenes. We’ll discuss context length size and its role in limiting input data. Then, we’ll see how LLMs process tokens within the context window during generation. Finally, we’ll wrap up with key challenges of working with limited context in LLMs. Following are the topics covered in Context Window Explained Tutorial: 00:00:00 Introduction to Context Window 00:02:04 What is a Context Window? 00:03:08 Size of the Context Window 00:04:29 What is Tokenization? Self Attention in LLMs 00:05:29 What is a Tokenizer 00:06:29 Context Length Size 00:06:34 How LLMs Process Tokens in a Context Window 00:09:09 Challenges of Context Window ⏩ Check out More AI and ML Videos By Simplilearn:    • 🔥Artificial Intelligence [2026 Updated]  |...   #generativeAI #llm #ContextWindow #AI #GenAI #ArtificialIntelligence #simplilearn #2025 ➡️ About Professional Certificate Program in Generative AI and Machine Learning Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Hugging Face, Python, and more. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status. Key Features: ✅ Program completion certificate from E&ICT Academy, IIT Guwahati ✅ Curriculum delivered in live virtual classes by seasoned industry experts ✅ Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering ✅ Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty ✅ Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati ✅ Eligibility for a campus immersion program organized at IIT Guwahati ✅ Exclusive hackathons and “ask-me-anything” sessions by IBM ✅ Certificates for IBM courses and industry masterclasses by IBM experts ✅ Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects ✅ Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more ✅ Simplilearn's JobAssist helps you get noticed by top hiring companies Skills Covered: ✅ Generative AI ✅ Prompt Engineering ✅ Chatbot Development ✅ Supervised and Unsupervised Learning ✅ Model Training and Optimization ✅ Model Evaluation and Validation ✅ Ensemble Methods ✅ Deep Learning ✅ Natural Language Processing ✅ Computer Vision ✅ Reinforcement Learning ✅ Machine Learning Algorithms ✅ Speech Recognition ✅ Statistics Learning Path: ✅ IITG AI: Program Induction ✅ IITG AI: Programming Fundamentals ✅ IITG AI: Python for Data Science (IBM) ✅ IITG AI: Applied Data Science with Python ✅ IITG AI: Machine Learning ✅ IITG AI: Deep Learning with TensorFlow (IBM) ✅ IITG AI: Deep Learning Specialization ✅ IITG AI: Essentials of Generative AI, Prompt Engineering & ChatGPT ✅ IITG AI: Advanced Generative AI ✅ IITG AI: Capstone Electives: ✅ IITG AI: ADL & Computer Vision ✅ IITG AI: NLP and Speech Recognition ✅ IITG AI: Reinforcement Learning ✅ IITG AI: Academic Masterclass ✅ IITG AI: Industry Masterclass 👉 Learn More At: https://www.simplilearn.com/iitg-gene...