Skip to content

Latest commit

 

History

History
71 lines (41 loc) · 2.16 KB

README.md

File metadata and controls

71 lines (41 loc) · 2.16 KB
Raw

LoRA Inspector

Screenshot 2023-11-23 at 02-56-54 LoRA Inspector

https://lora-inspector.rocker.boo/

Rust version of LoRA inspector

Web based tool for inspecting your LoRAs. All done in the browser, no servers. Private. No dependencies like torch or python.

Screenshot 2023-12-05 at 03-50-31 LoRA Inspector

See the different blocks of the different networks. Ideally uses the more common format but still good to see how the weights are effectively. We use Frobenius norm for the magnitude and a vector norm for the strength.

Screenshot 2023-12-05 at 03-33-38 LoRA Inspector

See the different settings for the LoRA file. What model it was trained on. Any VAE. Network Dim/Rank and Alpha. Learning rates. Optimizer settings, learning rate schedulers.

8efa06b5-4b86-4ffb-bf19-8842eaed5503

Dataset with buckets. Bucket resolutions.

aef217c2-59a2-40c1-b2a3-bef3df800895

Subsets showing the different subset datasets, image augments, captions.

c2182030-8b1f-4eff-8007-3feafa60b577

Tags used (tags are phrases separated by , )

  • WASM version
  • Binary (coming soon)

WASM

Setup

Build

wasm-pack build --target no-modules --out-dir pkg crates/lora-inspector-wasm --release

Usage

Any http-server works (like python or nginx)

cd crates/lora-inspector-wasm
npx http-server # or any http server, static

Then we can view it in the browser.

http://localhost:8080

Deploy

fly deploy

Contributions

Welcome

Missing metadata options

  • LR Warmup