📥 Loading a Pretrained LLM – Live Coding with Sebastian Raschka (Chapter 7.5)
In this hands-on live-coding session, ML expert @SebastianRaschka guides you through Chapter 7.5: Loading a Pretrained LLM from his book Build a Large Language Model (From Scratch). Learn how to initialize your model with pretrained weights — a crucial step for adapting a foundation model to new tasks like instruction fine-tuning.
0:00 - Loading a Pretrained LLM for Instruction Fine-Tuning
1:02 - Why Use a Larger Model?
3:02 - Pretraining-Only Model Response
5:22 - Response Formatting and Trimming
6:57 - Motivation for Fine-Tuning
7:29 - Ready for Fine-Tuning
📘 About the Book
Build a Large Language Model (From Scratch) is a practical and eminently-satisfying hands-on journey into the foundations of generative AI. Without relying on any existing LLM libraries, you’ll code a base model, evolve it into a text classifier, and ultimately create a chatbot that can follow your conversational instructions. And you’ll really understand it because you built it yourself!
💡 Ideal for machine learning developers, AI engineers, and NLP practitioners who want to combine the flexibility of custom models with the power of pretrained LLMs.
🔗 Get the Book: https://hubs.la/Q03l0mSf0
📺 Subscribe to Manning Publications for expert-led coding sessions, deep dives into transformers, and live walkthroughs with Sebastian Raschka.
#SebastianRaschka #PretrainedLLM #GPT #LLM #Transformers #PyTorch #InstructionTuning #MachineLearning #DeepLearning #NLP #ManningPublications #LiveCoding
Видео 📥 Loading a Pretrained LLM – Live Coding with Sebastian Raschka (Chapter 7.5) канала Manning Publications
0:00 - Loading a Pretrained LLM for Instruction Fine-Tuning
1:02 - Why Use a Larger Model?
3:02 - Pretraining-Only Model Response
5:22 - Response Formatting and Trimming
6:57 - Motivation for Fine-Tuning
7:29 - Ready for Fine-Tuning
📘 About the Book
Build a Large Language Model (From Scratch) is a practical and eminently-satisfying hands-on journey into the foundations of generative AI. Without relying on any existing LLM libraries, you’ll code a base model, evolve it into a text classifier, and ultimately create a chatbot that can follow your conversational instructions. And you’ll really understand it because you built it yourself!
💡 Ideal for machine learning developers, AI engineers, and NLP practitioners who want to combine the flexibility of custom models with the power of pretrained LLMs.
🔗 Get the Book: https://hubs.la/Q03l0mSf0
📺 Subscribe to Manning Publications for expert-led coding sessions, deep dives into transformers, and live walkthroughs with Sebastian Raschka.
#SebastianRaschka #PretrainedLLM #GPT #LLM #Transformers #PyTorch #InstructionTuning #MachineLearning #DeepLearning #NLP #ManningPublications #LiveCoding
Видео 📥 Loading a Pretrained LLM – Live Coding with Sebastian Raschka (Chapter 7.5) канала Manning Publications
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26 июня 2025 г. 11:18:07
00:07:48
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