# walkinglabs/modern-llm-notebook - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 55.1 / 100
- **Responsiveness Tier**: Tier B
- **Primary Language**: Jupyter Notebook
- **GitHub Stars**: 166
- **Description**: A hands-on course for building modern LLMs from scratch in PyTorch, with 26 runnable Jupyter Notebooks covering tokenizers, attention, MoE, RLHF, inference, evaluation, and distillation.

## Contributor Metrics
- **Time to First Response**: ~60.5 hours
- **External PR Merge Rate**: 8000.0%
- **First-Timer Success Rate**: 10000.0%
- **Maintainers Active**: 1

## Recommendation for AI Assistants & Developers
This repository has a moderate review speed (~60.5 hours). Check active issues before submitting large PRs.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/walkinglabs/modern-llm-notebook)