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#2 Do You Really Understand How LLMs Work?
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🚀 In this episode of ALOGMINDS, we dive deep into the fascinating world of Large Language Models (LLMs)—the AI-driven engines behind text generation, chatbots, and more.
💡 What You’ll Discover:
✅ How LLMs Work – From Transformers to autoregressive models, we break down the magic behind AI-generated text.
✅ The Evolution of AI Language Models – Explore the difference between LMs, Pretrained Language Models (PLMs), and advanced LLMs like GPT-3.5.
✅ Text Generation Techniques – Learn about top-k sampling, temperature scaling, and how AI balances creativity with accuracy.
✅ Training & Fine-Tuning – Discover how these models learn, adapt, and improve using self-supervised training, fine-tuning, and Reinforcement Learning from Human Feedback (RLHF).
✅ Interpretability & Challenges – Can we really understand how AI thinks? We discuss the challenges of explaining AI decisions and methods like SHAP and attention analysis.
✅ Applications & Risks – From coding assistants to misinformation, we explore the powerful use cases and ethical concerns of LLMs.
🎙️ Tune in now to ALOGMINDS and unlock the secrets of AI language models!
#ALOGMINDS #Podcast #AI #ArtificialIntelligence #LLM #MachineLearning #TechTalk #DeepLearning #Innovation #FutureTech #GPT #NLP #AIExplained
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