LLMs-from-scratch vs zenml
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| LLMs-from-scratch | zenml | |
|---|---|---|
| Tagline | Implement a ChatGPT-like LLM in PyTorch from scratch | One AI Platform From Pipelines to Agents |
| Stars | 99k | 5.5k |
| Forks | 15k | 632 |
| Open issues | 4 | 131 |
| Language | Jupyter Notebook | Python |
| License | Other | Apache-2.0 |
| Last pushed | Jun 2, 2026 | Jul 7, 2026 |
| Categories | Model Training, LLM Frameworks | Inference & Serving, Model Training, LLM Frameworks |
LLMs-from-scratch
Repository containing code and instructions for developing, pretraining, and finetuning a GPT-like large language model (LLM) using PyTorch.
Jupyter Notebook
zenml
ZenML is a platform designed for ML or AI engineers working on traditional ML use-cases, LLM workflows, or agents. It enables writing and running pipelines across various infrastructure backends while managing code containerization, tracking metadata, simplifying infrastructure complexity, and integrating existing tools and services.
Python