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chenpangpang
ComfyUI
Commits
30de95e4
Commit
30de95e4
authored
Sep 13, 2023
by
comfyanonymous
Browse files
Add some nodes to subtract and add model weights.
parent
0b829fe3
Changes
1
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comfy_extras/nodes_model_merging.py
comfy_extras/nodes_model_merging.py
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comfy_extras/nodes_model_merging.py
View file @
30de95e4
...
@@ -27,6 +27,44 @@ class ModelMergeSimple:
...
@@ -27,6 +27,44 @@ class ModelMergeSimple:
m
.
add_patches
({
k
:
kp
[
k
]},
1.0
-
ratio
,
ratio
)
m
.
add_patches
({
k
:
kp
[
k
]},
1.0
-
ratio
,
ratio
)
return
(
m
,
)
return
(
m
,
)
class
ModelSubtract
:
@
classmethod
def
INPUT_TYPES
(
s
):
return
{
"required"
:
{
"model1"
:
(
"MODEL"
,),
"model2"
:
(
"MODEL"
,),
"multiplier"
:
(
"FLOAT"
,
{
"default"
:
1.0
,
"min"
:
-
10.0
,
"max"
:
10.0
,
"step"
:
0.01
}),
}}
RETURN_TYPES
=
(
"MODEL"
,)
FUNCTION
=
"merge"
CATEGORY
=
"_for_testing/model_merging"
def
merge
(
self
,
model1
,
model2
,
multiplier
):
m
=
model1
.
clone
()
kp
=
model2
.
get_key_patches
(
"diffusion_model."
)
for
k
in
kp
:
m
.
add_patches
({
k
:
kp
[
k
]},
-
multiplier
,
multiplier
)
return
(
m
,
)
class
ModelAdd
:
@
classmethod
def
INPUT_TYPES
(
s
):
return
{
"required"
:
{
"model1"
:
(
"MODEL"
,),
"model2"
:
(
"MODEL"
,),
}}
RETURN_TYPES
=
(
"MODEL"
,)
FUNCTION
=
"merge"
CATEGORY
=
"_for_testing/model_merging"
def
merge
(
self
,
model1
,
model2
):
m
=
model1
.
clone
()
kp
=
model2
.
get_key_patches
(
"diffusion_model."
)
for
k
in
kp
:
m
.
add_patches
({
k
:
kp
[
k
]},
1.0
,
1.0
)
return
(
m
,
)
class
CLIPMergeSimple
:
class
CLIPMergeSimple
:
@
classmethod
@
classmethod
def
INPUT_TYPES
(
s
):
def
INPUT_TYPES
(
s
):
...
@@ -144,6 +182,8 @@ class CheckpointSave:
...
@@ -144,6 +182,8 @@ class CheckpointSave:
NODE_CLASS_MAPPINGS
=
{
NODE_CLASS_MAPPINGS
=
{
"ModelMergeSimple"
:
ModelMergeSimple
,
"ModelMergeSimple"
:
ModelMergeSimple
,
"ModelMergeBlocks"
:
ModelMergeBlocks
,
"ModelMergeBlocks"
:
ModelMergeBlocks
,
"ModelMergeSubtract"
:
ModelSubtract
,
"ModelMergeAdd"
:
ModelAdd
,
"CheckpointSave"
:
CheckpointSave
,
"CheckpointSave"
:
CheckpointSave
,
"CLIPMergeSimple"
:
CLIPMergeSimple
,
"CLIPMergeSimple"
:
CLIPMergeSimple
,
}
}
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