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[feat]Add JoyImageEdit native model support (#14428)

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彼彼
2026-07-16 11:48:28 +08:00
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parent 678d42c90e
commit 03978e1e81
10 changed files with 762 additions and 4 deletions
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23
comfy/model_base.py
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@@ -58,6 +58,7 @@ import comfy.ldm.omnigen.omnigen2
import comfy.ldm.seedvr.model
import comfy.ldm.boogu.model
import comfy.ldm.qwen_image.model
import comfy.ldm.joyimage.model
import comfy.ldm.ideogram4.model
import comfy.ldm.krea2.model
import comfy.ldm.kandinsky5.model
@@ -2276,6 +2277,28 @@ class QwenImage(BaseModel):
out['ref_latents'] = list([1, 16, sum(map(lambda a: math.prod(a.size()), ref_latents)) // 16])
return out
class JoyImage(BaseModel):
def __init__(self, model_config, model_type=ModelType.FLOW, device=None):
super().__init__(model_config, model_type, device=device, unet_model=comfy.ldm.joyimage.model.JoyImageTransformer3DModel)
self.memory_usage_factor_conds = ("ref_latents",)
def extra_conds(self, **kwargs):
out = super().extra_conds(**kwargs)
cross_attn = kwargs.get("cross_attn", None)
if cross_attn is not None:
out['c_crossattn'] = comfy.conds.CONDRegular(cross_attn)
ref_latents = kwargs.get("reference_latents", None)
if ref_latents is not None:
out['ref_latents'] = comfy.conds.CONDList([self.process_latent_in(lat) for lat in ref_latents])
return out
def extra_conds_shapes(self, **kwargs):
out = {}
ref_latents = kwargs.get("reference_latents", None)
if ref_latents is not None:
out['ref_latents'] = list([1, 16, sum(map(lambda a: math.prod(a.size()), ref_latents)) // 16])
return out
class Ideogram4(BaseModel):
def __init__(self, model_config, model_type=ModelType.FLOW, device=None):
super().__init__(model_config, model_type, device=device, unet_model=comfy.ldm.ideogram4.model.Ideogram4Transformer2DModel)