Comparison
optillm vs LLMs-from-scratch
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
vs
| optillm | LLMs-from-scratch | |
|---|---|---|
| Tagline | OptiLLM is an OpenAI API-compatible optimizing inference proxy that enhances LLM accuracy and performance on reasoning tasks without needing to train or fine-tune models. | Implement a ChatGPT-like LLM in PyTorch from scratch |
| Stars | 4.2k | 99k |
| Forks | 368 | 15k |
| Open issues | 21 | 4 |
| Language | Python | Jupyter Notebook |
| License | Apache-2.0 | Other |
| Last pushed | Jul 5, 2026 | Jun 2, 2026 |
| Categories | Model Training, Inference & Serving | Model Training, LLM Frameworks |
Choose optillm if…
- More recently updated (last pushed Jul 5, 2026).
- Also covers Inference & Serving.