PEFT vs Ollama
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| Field | P PEFTHugging Face’s LoRA/QLoRA library that makes big-model tuning fit one GPU. | O OllamaLocal model runner with a one-line CLI and a REST API. |
|---|---|---|
| Fit. | ||
| Platforms· | Linux, macOS, Windows | Linux, macOS, Windows, Docker |
| Docker· | No | Yes |
| Commercial | yes | yes |
| Catalog. | ||
| Category· | Fine-tuning | Local AI |
| License· | Apache 2.0 | MIT |
| Language· | Python | Go |
| Jobs· | fine-tune LLM, LoRA training, adapt open models | local chatbot, run Llama, offline AI |
| Activity. | ||
| Stars· | 22k | 152k |
| Last commit· | Sep 11, 2026 | Sep 6, 2026 |
| Last release· | — | Sep 1, 2026 |
| Links | ProjectGitHubGuide | ProjectGitHubGuide |