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walkinglabs / modern-llm-notebook

A hands-on course on modern LLM architectures, training, and inference, with step-by-step PyTorch implementations and runnable notebooks.

Why this job: says: course on, hands on course; topics: tutorial, course

What it does

Train a BPE tokenizer, prepare real data, and pretrain a 64M-class model. Continue with SFT, then explore MoE, tool calling, post-training, and inference.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 40 days ago
Stars
283
+4 this week
Licence
Custom
Read before business use
Downloads for
None listed
No release files
Latest version
None yet
No releases
Built with
Jupyter Notebook
95% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
50% closed
1 still open
Pull requests
29 merged
0 waiting
Releases
None
Never published

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More: languages, topics and project record

Languages

  • Jupyter Notebook 95%
  • JavaScript 2%
  • Python 2%
  • CSS 1%

Topics

  • ai
  • attention
  • course
  • deep-learning
  • education
  • finetune
  • gpt
  • jupyter-notebook
  • large-language-models
  • llm
  • llm-from-scratch
  • llm-inference

Project record

  • JobLists and guides
  • StatusListed
  • Commits308
  • Forks61
  • Watching3
  • Stars in 28 days+33
  • CreatedMay 17, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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