How LLMs Understand & Generate Human Language
大小
346.87 MB
文件数
50
Info Hash:
0A13B50BFBCCF683614199224C8EEEBD58A20689
收录时间
2025-12-15 16:13:35
更新时间
2025-12-24 04:39:58
文件列表 (50)
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
51.27 MB
Introduction/001. How LLMs Understand & Generate Human Language Introduction.mp4
25.12 MB
Lesson 1 Introduction to LLMs and Generative AI/001. Learning objectives.en.srt
634 B
Lesson 1 Introduction to LLMs and Generative AI/001. Learning objectives.mp4
3.14 MB
Lesson 1 Introduction to LLMs and Generative AI/002. 1.1 LLMs.en.srt
2.12 KB
Lesson 1 Introduction to LLMs and Generative AI/002. 1.1 LLMs.mp4
3.6 MB
Lesson 1 Introduction to LLMs and Generative AI/003. 1.2 Generative AI.en.srt
2.3 KB
Lesson 1 Introduction to LLMs and Generative AI/003. 1.2 Generative AI.mp4
4.6 MB
Lesson 1 Introduction to LLMs and Generative AI/004. 1.3 Machine Learning General Overview.en.srt
9.58 KB
Lesson 1 Introduction to LLMs and Generative AI/004. 1.3 Machine Learning General Overview.mp4
11.54 MB
Lesson 2 Word Embeddings/001. Learning objectives.en.srt
680 B
Lesson 2 Word Embeddings/001. Learning objectives.mp4
3.17 MB
Lesson 2 Word Embeddings/002. 2.1 How Do AI Models Read Input.en.srt
4.19 KB
Lesson 2 Word Embeddings/002. 2.1 How Do AI Models Read Input.mp4
8.56 MB
Lesson 2 Word Embeddings/003. 2.2 How Do We Capture Word Meanings.en.srt
14.59 KB
Lesson 2 Word Embeddings/003. 2.2 How Do We Capture Word Meanings.mp4
22.17 MB
Lesson 2 Word Embeddings/004. 2.3 Word Embedding Space.en.srt
7.49 KB
Lesson 2 Word Embeddings/004. 2.3 Word Embedding Space.mp4
12.21 MB
Lesson 2 Word Embeddings/005. 2.4 How Do LLMs Learn Word Embeddings.en.srt
12.74 KB
Lesson 2 Word Embeddings/005. 2.4 How Do LLMs Learn Word Embeddings.mp4
20.22 MB
Lesson 2 Word Embeddings/006. 2.5 Tokenization.en.srt
6.35 KB
Lesson 2 Word Embeddings/006. 2.5 Tokenization.mp4
12.48 MB
Lesson 2 Word Embeddings/007. 2.6 Putting It All Together.en.srt
1.14 KB
Lesson 2 Word Embeddings/007. 2.6 Putting It All Together.mp4
2.04 MB
Lesson 2 Word Embeddings/008. 2.7 A Cool Side-Effect.en.srt
6.37 KB
Lesson 2 Word Embeddings/008. 2.7 A Cool Side-Effect.mp4
9.41 MB
Lesson 3 Word Embeddings in Generative Language Models/001. Learning objectives.en.srt
883 B
Lesson 3 Word Embeddings in Generative Language Models/001. Learning objectives.mp4
4.04 MB
Lesson 3 Word Embeddings in Generative Language Models/002. 3.1 How Are Word Embeddings Used in Generative Language Models.en.srt
24.24 KB
Lesson 3 Word Embeddings in Generative Language Models/002. 3.1 How Are Word Embeddings Used in Generative Language Models.mp4
40.74 MB
Lesson 3 Word Embeddings in Generative Language Models/003. 3.2 RNNs.en.srt
4.25 KB
Lesson 3 Word Embeddings in Generative Language Models/003. 3.2 RNNs.mp4
5.98 MB
Lesson 3 Word Embeddings in Generative Language Models/004. 3.3 Transformers Attention.en.srt
6.74 KB
Lesson 3 Word Embeddings in Generative Language Models/004. 3.3 Transformers Attention.mp4
10.51 MB
Lesson 3 Word Embeddings in Generative Language Models/005. 3.4 Transformers Contextual Word Embeddings.en.srt
11.4 KB
Lesson 3 Word Embeddings in Generative Language Models/005. 3.4 Transformers Contextual Word Embeddings.mp4
16.2 MB
Lesson 3 Word Embeddings in Generative Language Models/006. 3.5 Transformers for Generation.en.srt
12.55 KB
Lesson 3 Word Embeddings in Generative Language Models/006. 3.5 Transformers for Generation.mp4
19.52 MB
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.en.srt
28.87 KB
Introduction/001. How LLMs Understand & Generate Human Language Introduction.en.srt
5.97 KB
Lesson 4 Other Use Cases for Embeddings/001. Learning objectives.en.srt
495 B
Lesson 4 Other Use Cases for Embeddings/001. Learning objectives.mp4
2.21 MB
Lesson 4 Other Use Cases for Embeddings/002. 4.1 Summarization.en.srt
3.9 KB
Lesson 4 Other Use Cases for Embeddings/002. 4.1 Summarization.mp4
8.48 MB
Lesson 4 Other Use Cases for Embeddings/003. 4.2 Vector Storage.en.srt
15.26 KB
Lesson 4 Other Use Cases for Embeddings/003. 4.2 Vector Storage.mp4
25.06 MB
Lesson 4 Other Use Cases for Embeddings/004. 4.3 Retrieval Augmented Generation.en.srt
15.74 KB
Lesson 4 Other Use Cases for Embeddings/004. 4.3 Retrieval Augmented Generation.mp4
19.85 MB
Summary/001. How LLMs Understand & Generate Human Language Summary.en.srt
1000 B
Summary/001. How LLMs Understand & Generate Human Language Summary.mp4
4.57 MB