How LLMs Understand Generate Human Language | 0A13B50BFBCCF683614199224C8EEEBD58A20689

How LLMs Understand Generate Human Language

Name	How LLMs Understand & Generate Human Language	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	363.7 MB
Total Files	50
Last Seen	2025-07-19 00:19
Hash	0A13B50BFBCCF683614199224C8EEEBD58A20689

/Lesson 3 Word Embeddings in Generative Language Models/
007. 3.6 What Works Well (and What Can Go Wrong) When We Train Models on Word Embeddings.mp4	53.8 MB
001. Learning objectives.en.srt	0.9 KB
001. Learning objectives.mp4	4.2 MB
002. 3.1 How Are Word Embeddings Used in Generative Language Models.en.srt	24.8 KB
002. 3.1 How Are Word Embeddings Used in Generative Language Models.mp4	42.7 MB
003. 3.2 RNNs.en.srt	4.4 KB
003. 3.2 RNNs.mp4	6.3 MB
004. 3.3 Transformers Attention.en.srt	6.9 KB
004. 3.3 Transformers Attention.mp4	11.0 MB
005. 3.4 Transformers Contextual Word Embeddings.en.srt	11.7 KB
005. 3.4 Transformers Contextual Word Embeddings.mp4	17.0 MB
006. 3.5 Transformers for Generation.en.srt	12.9 KB
006. 3.5 Transformers for Generation.mp4	20.5 MB
007. 3.6 What Works Well (and What Can Go Wrong) When We Train Models on Word Embeddings.en.srt	29.6 KB
/Introduction/
001. How LLMs Understand & Generate Human Language Introduction.mp4	26.3 MB
001. How LLMs Understand & Generate Human Language Introduction.en.srt	6.1 KB
/Lesson 1 Introduction to LLMs and Generative AI/
001. Learning objectives.en.srt	0.6 KB
001. Learning objectives.mp4	3.3 MB
002. 1.1 LLMs.en.srt	2.2 KB
002. 1.1 LLMs.mp4	3.8 MB
003. 1.2 Generative AI.en.srt	2.4 KB
003. 1.2 Generative AI.mp4	4.8 MB
004. 1.3 Machine Learning General Overview.en.srt	9.8 KB
004. 1.3 Machine Learning General Overview.mp4	12.1 MB
/Lesson 2 Word Embeddings/
001. Learning objectives.en.srt	0.7 KB
001. Learning objectives.mp4	3.3 MB
002. 2.1 How Do AI Models Read Input.en.srt	4.3 KB
002. 2.1 How Do AI Models Read Input.mp4	9.0 MB
003. 2.2 How Do We Capture Word Meanings.en.srt	14.9 KB
003. 2.2 How Do We Capture Word Meanings.mp4	23.2 MB
004. 2.3 Word Embedding Space.en.srt	7.7 KB
004. 2.3 Word Embedding Space.mp4	12.8 MB
005. 2.4 How Do LLMs Learn Word Embeddings.en.srt	13.0 KB
005. 2.4 How Do LLMs Learn Word Embeddings.mp4	21.2 MB
006. 2.5 Tokenization.en.srt	6.5 KB
006. 2.5 Tokenization.mp4	13.1 MB
007. 2.6 Putting It All Together.en.srt	1.2 KB
007. 2.6 Putting It All Together.mp4	2.1 MB
008. 2.7 A Cool Side-Effect.en.srt	6.5 KB
008. 2.7 A Cool Side-Effect.mp4	9.9 MB
/Lesson 4 Other Use Cases for Embeddings/
001. Learning objectives.en.srt	0.5 KB
001. Learning objectives.mp4	2.3 MB
002. 4.1 Summarization.en.srt	4.0 KB
002. 4.1 Summarization.mp4	8.9 MB
003. 4.2 Vector Storage.en.srt	15.6 KB
003. 4.2 Vector Storage.mp4	26.3 MB
004. 4.3 Retrieval Augmented Generation.en.srt	16.1 KB
004. 4.3 Retrieval Augmented Generation.mp4	20.8 MB
/Summary/
001. How LLMs Understand & Generate Human Language Summary.en.srt	1.0 KB
001. How LLMs Understand & Generate Human Language Summary.mp4	4.8 MB
Total files 50