modern-llm-notebook/myst.yml at main · walkinglabs/modern-llm-notebook · GitHub

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version: 1
project:
  title: Modern LLM Notebook
  authors:
    - name: sanbuphy
  copyright: '2026'
  github: sanbuphy/modern-llm-notebook
  toc:
    - file: intro.md
    - title: Part 1 — Foundation
      children:
        - file: notebooks/part1-foundation/01-tokenizer-basics.ipynb
        - file: notebooks/part1-foundation/02-bpe-tokenizer.ipynb
        - file: notebooks/part1-foundation/03-embedding.ipynb
        - file: notebooks/part1-foundation/04-position-encoding.ipynb
        - file: notebooks/part1-foundation/05-transformer-block.ipynb
        - file: notebooks/part1-foundation/06-mini-gpt.ipynb
        - file: notebooks/part1-foundation/07-bert-encoder.ipynb
    - title: Part 2 — Training
      children:
        - file: notebooks/part2-training/08-gpt2-to-modern-models.ipynb
        - file: notebooks/part2-training/09-model-config.ipynb
        - file: notebooks/part2-training/10-moe.ipynb
        - file: notebooks/part2-training/11-training-loss.ipynb
        - file: notebooks/part2-training/12-scaling-laws.ipynb
        - file: notebooks/part2-training/13-distributed-training.ipynb
        - file: notebooks/part2-training/14-data-engineering.ipynb
        - file: notebooks/part2-training/15-lora.ipynb
        - file: notebooks/part2-training/16-function-calling.ipynb
        - file: notebooks/part2-training/17-rlhf-alignment.ipynb
    - title: Part 3 — Inference
      children:
        - file: notebooks/part3-inference/18-generation.ipynb
        - file: notebooks/part3-inference/19-inference-acceleration.ipynb
        - file: notebooks/part3-inference/20-quantization.ipynb
        - file: notebooks/part3-inference/21-speculative-decoding.ipynb
    - title: Part 4 — Frontiers
      children:
        - file: notebooks/part4-frontiers/22-long-context.ipynb
        - file: notebooks/part4-frontiers/23-cot-thinking.ipynb
        - file: notebooks/part4-frontiers/24-vlm.ipynb
    - title: Part 5 — Production
      children:
        - file: notebooks/part5-production/25-evaluation.ipynb
        - file: notebooks/part5-production/26-distillation.ipynb
        - file: notebooks/part5-production/27-opd.ipynb
        - file: notebooks/part5-production/28-llm-deployment.ipynb
site:
  options:
    folders: true
  template: book-theme