Our verdict
We have not reviewed Lora yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About Lora
Lora is a community-maintained Jupyter Notebook implementation that uses low-rank adaptation to fine-tune diffusion models efficiently. It reduces the number of trainable parameters by decomposing weight updates into low-rank matrices, enabling faster training with lower memory usage.
Best for
Developers and researchers who need to quickly adapt diffusion models with limited compute resources.
Use cases
- Fine-tuning Stable Diffusion on custom image datasets
- Adapting diffusion models for specific artistic styles or subjects
- Experimenting with parameter-efficient transfer learning for generative models
Notes
7,538 stars on GitHub. Last updated 2024-03-22. Licensed Apache-2.0.
Pros
- Reduces GPU memory and training time compared to full fine-tuning
- Open source with a large community and 7.5k+ GitHub stars
- Works with popular diffusion model frameworks
Cons
- Limited to diffusion models and not applicable to other architectures
- Requires familiarity with Jupyter Notebooks and Python for setup
- Performance may degrade if rank is set too low for complex tasks
Key facts
What we have checked
- Latest version
- 0.1.7 (released 13 Feb 2023)
- GitHub stars
- 7,557
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How Lora is growing
7,538 to 7,557
Alternatives
Alternatives to Lora
| Record | Type | How we know | Checked |
|---|---|---|---|
| peftThis is an alternative to it | Open source | Named in the listing | Not dated |
Compare
Compare Lora side by side
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 0.1.7
Released 0.1.6
Released 0.1.5
Released 0.1.4
Released 0.1.3
Released 0.1.2
Released 0.1.1
Released 0.1.0-alpha
Open-source & AI alternatives
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Pairs with
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