karpathy/autoresearch vs Lordog/dive-into-llms
Compare karpathy/autoresearch and Lordog/dive-into-llms using the current verified snapshot: positioning, license, deployment, use cases, limitations, and original sources.
karpathy/autoresearch
An autonomous research loop in which an AI agent edits single-file Python training code, runs short 5-minute experiments on a single NVIDIA GPU, and iteratively keeps or discards changes based on a standardized validation metric.
- License
- License pending
- Deployment
- Refer to project documentation
- Use cases
- AI engineers and researchers running automated, single-file training code iterations on a single NVIDIA GPU. · Users needing an autonomous loop that evaluates changes using a fixed 5-minute time budget and validation bits per byte metric on the same compute platform.
- Updated
- 2026-07-22T00:02:52Z
Lordog/dive-into-llms
A free, hands-on LLM programming tutorial series derived from Shanghai Jiao Tong University courses, covering topics from prompt engineering and fine-tuning to AI agents and jailbreak attacks. Learners interact with the material through slides and Jupyter Notebooks, requiring existing programming skills.
- License
- License pending
- Deployment
- Refer to project documentation
- Use cases
- Learning & Education
- Updated
- 2026-07-23T20:20:57Z
How to choose
First eliminate options that fail required deployment, license, or use-case constraints; then inspect each detail page for limitations and direct evidence.