File size: 1,782 Bytes
f37e2a0
 
 
e3bf489
f37e2a0
f32aa09
f37e2a0
 
 
 
 
8f5d193
 
e3bf489
 
 
 
 
 
 
 
 
 
 
 
 
f32aa09
 
 
 
e3bf489
 
c6ed4d4
2e229df
 
f32aa09
 
 
 
 
e3bf489
 
 
 
f32aa09
 
 
 
e3bf489
6ed5f5f
f32aa09
9ce78d8
 
 
ee2ab6d
 
 
 
 
 
 
6ed5f5f
f37e2a0
 
f32aa09
f37e2a0
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
project:
  type: website
website:
  title: "My AI Cookbook"
  sidebar:
    style: "floating"
    search: true
    collapse-level: 3
    contents:
      - section: "About"
        contents:
          - href: whoami.qmd
            text: Who Am I ?
          - href: about.qmd
            text: About this Cookbook

      - section: "Theory"
        contents:
          - href: theory/activations.qmd
            text: "Activation Functions"
          - href: theory/architectures.qmd
            text: "Network Architectures"
          - href: theory/layers.qmd
            text: "Layer Types"
          - href: theory/metrics.qmd
            text: "Metric Types"
          - href: theory/optimizers.qmd
            text: "Optimizers"
          - href: theory/training.qmd
            text: "Training"

      - section: "Large Language Models"
        contents:
          - href: llms/tasks.qmd
            text: "Tasks"
          - href: llms/tokenizers.qmd
            text: "Tokenizers"
          - href: llms/embeddings.qmd
            text: "Embeddings"

          - href: llms/prompting.qmd
            text: "Prompting"
          - href: theory/chainoftoughts.qmd
            text: "Chain of toughts"
          - href: llms/finetuning.qmd
            text: "Fine-tuning and Lora"
          - href: llms/rag_systems.qmd
            text: "Retrival Augmented Generation"


      - section: "Computer Vision Models"
        contents:
            - href: vision/tasks.qmd
              text: "Tasks"
      
      - section: "Tools and Frameworks"
        contents:
            - href: tools/frameworks.qmd
              text: "Frameworks"
            - href: tools/platforms.qmd
              text: "Platforms"

format:
  html:
    theme: sketchy
    css: styles.css
    toc: true