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| project: | |
| type: website | |
| website: | |
| title: "My AI Cookbook" | |
| sidebar: | |
| style: "floating" | |
| search: true | |
| collapse-level: 3 | |
| contents: | |
| - section: "About" | |
| contents: | |
| - 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/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" | |
| - section: "Image Generation Models" | |
| format: | |
| html: | |
| theme: sketchy | |
| css: styles.css | |
| toc: true |