Trained with OSTRIS [email protected]
The LoRA can reproduce a Gucci Jacket and Pant.
Enjoy the LoRA!
This LoRa is a Single Transformer Block Clothing LoRa.
Single Transformer Block LoRas have the following advantages:
They have less bleeding and stack better with other LoRas.
They require less storage space.
They are more environmentally friendly, as training is much faster.
You can train at very high rank values without the LoRa becoming too large.
Description
FAQ
Comments (6)
There’s no step-by-step guide (yet lol), but here’s the move: download the LoRA file and peek inside — the transformer block with the biggest LoRA weights is where most of the training magic happened. That’s your goldmine. Just plug that block into your own training using only_if_contains and boom — optimized clothing LoRA. Full context here: https://github.com/ostris/ai-toolkit#training-specific-layers
Will drop my results here once I dig in 👀
So this LoRA is not truly single block — it’s a multi-block (4x) clothing LoRA, laser-focused only on the proj_out projection in each.
✅ Found 8 matching LoRA layers.
transformer.single_transformer_blocks.10.proj_out.lora_A: 27.7969
transformer.single_transformer_blocks.9.proj_out.lora_A: 26.4062
transformer.single_transformer_blocks.8.proj_out.lora_A: 24.7969
transformer.single_transformer_blocks.5.proj_out.lora_A: 24.2031
transformer.single_transformer_blocks.10.proj_out.lora_B: 19.0156
transformer.single_transformer_blocks.9.proj_out.lora_B: 17.4688
transformer.single_transformer_blocks.5.proj_out.lora_B: 17.0312
transformer.single_transformer_blocks.8.proj_out.lora_B: 16.7500
just confirmed it, : https://civitai.com/models/886522/lisa-costume-collection-flux uses the same blocks too:
✅ Found 8 matching LoRA layers.
transformer.single_transformer_blocks.10.proj_out.lora_A: 33.6562
transformer.single_transformer_blocks.5.proj_out.lora_A: 31.5781
transformer.single_transformer_blocks.9.proj_out.lora_A: 31.0469
transformer.single_transformer_blocks.8.proj_out.lora_A: 30.2344
transformer.single_transformer_blocks.10.proj_out.lora_B: 21.6875
transformer.single_transformer_blocks.5.proj_out.lora_B: 20.5469
transformer.single_transformer_blocks.8.proj_out.lora_B: 19.7344
transformer.single_transformer_blocks.9.proj_out.lora_B: 19.6406
All my clothing lora's are using the same 4 Blocks ;)
Details
Available On (1 platform)
Same model published on other platforms. May have additional downloads or version variants.