cloneofsimo/lora
Using Low-rank adaptation to quickly fine-tune diffusion models. observed · 2026-08-28
Health v2 · maintenance only
22/100
- Activity 0
- Release rhythm 8
- Longevity 97
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1365
- days_rel: n/a
- days_push: 894
- n_releases_24m: 0
Adoption not part of the score
7550 stars · 495 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A Python library for applying Low-Rank Adaptation (LoRA) to quickly fine-tune text-to-image diffusion models like Stable Diffusion. It produces tiny (1-6MB) adapter checkpoints, supports merging LoRAs, pivotal tuning inversion, and is compatible with Hugging Face diffusers.
Use cases
- fine-tune stable diffusion on my own images
- train a lora for a specific art style
- create small diffusion model adapters instead of full checkpoints
- merge multiple lora checkpoints together
- run dreambooth training faster and cheaper
- do pivotal tuning inversion with textual inversion plus lora
- fine-tune stable diffusion inpainting model
When to choose
- you want fast, memory-efficient fine-tuning of Stable Diffusion with tiny shareable results
- you work with the Hugging Face diffusers ecosystem and want LoRA support
- you need to merge or compose multiple fine-tuned adapters
When to avoid
- you need actively maintained tooling - LoRA is now integrated into diffusers and this repo sees limited updates
- you fine-tune models other than diffusion-based text-to-image models
- you want a GUI-only training experience
Facets
library · maturity maintenance
llm-training machine-learning deep-learning image-processing machine-learning deep-learning image-processing artificial-intelligence python cross-platform lora stable-diffusion dreambooth fine-tuning diffusion-models text-to-image low-rank-adaptation diffusers gpu
6 sources
- readme: https://github.com/cloneofsimo/lora · fetched 2026-08-28 · cd587a0f8e0c
- homepage: https://arxiv.org/abs/2106.09685 · fetched 2026-08-29 · c197a338f969
- site_page: https://info.arxiv.org/about/donate.html · fetched 2026-08-29 · cca9c3a11c56
- site_page: https://info.arxiv.org/about/ourmembers.html · fetched 2026-08-29 · 47cbc55ff1de
- site_page: https://info.arxiv.org/about · fetched 2026-08-29 · a1f16f915a9a
- site_page: https://info.arxiv.org/labs/index.html · fetched 2026-08-29 · b14a8d05a0ec
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| cloneofsimo/lora | main | 22 |
For agents
markdown · JSON · MCP: product_card(name="cloneofsimo/lora")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem