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Flux LoRa Block Weight Tester

49
349
17
Type
Workflows
Stats
349
Reviews
Published
Sep 8, 2024
Base Model
Flux.1 D
Hash
AutoV2
7C4DEAFB86
Happy Mushroom
denrakeiw
The FLUX.1 [dev] Model is licensed by Black Forest Labs. Inc. under the FLUX.1 [dev] Non-Commercial License. Copyright Black Forest Labs. Inc.
IN NO EVENT SHALL BLACK FOREST LABS, INC. BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.

With this workflow, you can partially automate the testing of block weights in Flux LoRAs.

This is particularly interesting when trying to understand what the individual blocks are responsible for and what they control.

Once you know the single transformer blocks, it’s possible to train those exact blocks in Flux LoRAs.

The training then results in much more flexible LoRAs, as bleeding effects are reduced. Additionally, the LoRAs take up significantly less storage space, and training the single blocks is much faster compared to full LoRA training.

maDcaDDie has significantly improved the workflow and added a heatmap that makes it easier to see the changes.
https://civitai.com/models/886270