diff options
Diffstat (limited to 'extensions-builtin/Lora/lora.py')
-rw-r--r-- | extensions-builtin/Lora/lora.py | 5 |
1 files changed, 4 insertions, 1 deletions
diff --git a/extensions-builtin/Lora/lora.py b/extensions-builtin/Lora/lora.py index 137e58f7..cb8f1d36 100644 --- a/extensions-builtin/Lora/lora.py +++ b/extensions-builtin/Lora/lora.py @@ -166,7 +166,10 @@ def lora_forward(module, input, res): for lora in loaded_loras:
module = lora.modules.get(lora_layer_name, None)
if module is not None:
- res = res + module.up(module.down(input)) * lora.multiplier * (module.alpha / module.up.weight.shape[1] if module.alpha else 1.0)
+ if shared.opts.lora_apply_to_outputs and res.shape == input.shape:
+ res = res + module.up(module.down(res)) * lora.multiplier * (module.alpha / module.up.weight.shape[1] if module.alpha else 1.0)
+ else:
+ res = res + module.up(module.down(input)) * lora.multiplier * (module.alpha / module.up.weight.shape[1] if module.alpha else 1.0)
return res
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