Descriptions
Code with the Author of Build an LLM (From Scratch), Master the inner workings of how large language models like GPT really work with hands-on coding sessions led by bestselling author Sebastian Raschka. These companion videos to Build a Large Language Model from Scratch walk you through real-world implementation, with each session ending in a “test yourself” challenge to solidify your skills and deepen your understanding.
What you’ll learn
- Python Environment Setup
- Foundations to Build a Large Language Model (From Scratch)
- Tokenizing text
- Converting tokens into token IDs
- Adding special context tokens
- Byte pair encoding
- Data sampling with a sliding window
- Creating token embeddings
- Encoding word positions
- Computing the attention weights step by step
- Implementing a compact self-attention Python class
- Applying a causal attention mask
- Masking additional attention weights with dropout
- Implementing a compact causal self-attention class
- Stacking multiple single-head attention layers
- Implementing multi-head attention with weight splits
Specificatoin of Code with the Author of Build an LLM (From Scratch)
- Publisher : Oreilly
- Teacher : Sebastian Raschka
- Language : English
- Level : All Levels
- Number of Course : 54
- Duration : 18 hours and 18 minutes
Content of Code with the Author of Build an LLM (From Scratch)
Pictures
Sample Clip
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Installation Guide
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Subtitle : English
Quality: 720p
Download Links
Password file(s): www.downloadly.ir
File size
3.47 GB
