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lvmin
2023-08-10 10:42:36 -07:00
parent 9038f954f2
commit 669314dff1
3 changed files with 16 additions and 5 deletions
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modules/samplers_advanced.py
+12 -1
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@@ -7,15 +7,26 @@ class KSamplerWithRefiner:
"lms", "dpm_fast", "dpm_adaptive", "dpmpp_2s_ancestral", "dpmpp_sde", "dpmpp_sde_gpu",
"dpmpp_2m", "dpmpp_2m_sde", "dpmpp_2m_sde_gpu", "ddim", "uni_pc", "uni_pc_bh2"]
def __init__(self, model, steps, device, sampler=None, scheduler=None, denoise=None, model_options={}):
def __init__(self, model, refiner_model, steps, device, sampler=None, scheduler=None, denoise=None, model_options={}):
self.model = model
self.refiner_model = refiner_model
self.model_denoise = CFGNoisePredictor(self.model)
self.refiner_model_denoise = CFGNoisePredictor(self.refiner_model)
if self.model.model_type == model_base.ModelType.V_PREDICTION:
self.model_wrap = CompVisVDenoiser(self.model_denoise, quantize=True)
else:
self.model_wrap = k_diffusion_external.CompVisDenoiser(self.model_denoise, quantize=True)
if self.refiner_model.model_type == model_base.ModelType.V_PREDICTION:
self.refiner_model_wrap = CompVisVDenoiser(self.refiner_model_denoise, quantize=True)
else:
self.refiner_model_wrap = k_diffusion_external.CompVisDenoiser(self.refiner_model_denoise, quantize=True)
self.model_k = KSamplerX0Inpaint(self.model_wrap)
self.refiner_model_k = KSamplerX0Inpaint(self.refiner_model_wrap)
self.device = device
if scheduler not in self.SCHEDULERS:
scheduler = self.SCHEDULERS[0]