Here is some code for using LORAs with this
#7
by APIS-AI - opened
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APIS-AI changed discussion title from To use Loras to To use Loras with this
APIS-AI changed discussion title from To use Loras with this to Here is some code for using LORAs with this
Using lora with this model is very interesting. Im going to try this tomorrow, I Am a beginner in this theme, so I will be happy to see any help. Thanks!
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Just use adapters exactly as you would with SDXL.
load up all your weights and give them names
lorapath="whatever_directory/your_lora.safetensors"
model.load_lora_weights(lorapath,
weight_name=lorapath,
torch_dtype=torch.float16,
local_files_only=True,
use_safetensors=True,
adapter_name=whatever_you_want_to_name_it,
variant="fp16",
vae=model.vae,
)
Then set them as active and set weights
list_of_lora_names=["lora1", "another_lora", "etc"]
list_of_lora_weights = [1.0,.8,.7]
model.set_adapters(list_of_lora_names,adapter_weights=list_of_lora_weights)
You can show what loras are currently loaded:
current_loras = model.get_active_adapters()
and you can delete specific ones:
to_remove=["another_lora","etc"]
model.delete_adapters(to_remove)