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https://github.com/invoke-ai/InvokeAI
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resolved whitespace difference
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commit
19a6e904ec
@ -886,23 +886,22 @@ class Generate:
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# consistent, at least
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# consistent, at least
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def _set_sampler(self):
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def _set_sampler(self):
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msg = f'>> Setting Sampler to {self.sampler_name}'
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msg = f'>> Setting Sampler to {self.sampler_name}'
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karras_max = self.karras_max # set in generate() call
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if self.sampler_name == 'plms':
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if self.sampler_name == 'plms':
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self.sampler = PLMSSampler(self.model, device=self.device)
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self.sampler = PLMSSampler(self.model, device=self.device)
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elif self.sampler_name == 'ddim':
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elif self.sampler_name == 'ddim':
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self.sampler = DDIMSampler(self.model, device=self.device)
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self.sampler = DDIMSampler(self.model, device=self.device)
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elif self.sampler_name == 'k_dpm_2_a':
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elif self.sampler_name == 'k_dpm_2_a':
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self.sampler = KSampler(self.model, 'dpm_2_ancestral', device=self.device, karras_max=karras_max)
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self.sampler = KSampler(self.model, 'dpm_2_ancestral', device=self.device)
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elif self.sampler_name == 'k_dpm_2':
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elif self.sampler_name == 'k_dpm_2':
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self.sampler = KSampler(self.model, 'dpm_2', device=self.device, karras_max=karras_max)
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self.sampler = KSampler(self.model, 'dpm_2', device=self.device)
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elif self.sampler_name == 'k_euler_a':
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elif self.sampler_name == 'k_euler_a':
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self.sampler = KSampler(self.model, 'euler_ancestral', device=self.device, karras_max=karras_max)
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self.sampler = KSampler(self.model, 'euler_ancestral', device=self.device)
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elif self.sampler_name == 'k_euler':
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elif self.sampler_name == 'k_euler':
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self.sampler = KSampler(self.model, 'euler', device=self.device, karras_max=karras_max)
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self.sampler = KSampler(self.model, 'euler', device=self.device)
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elif self.sampler_name == 'k_heun':
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elif self.sampler_name == 'k_heun':
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self.sampler = KSampler(self.model, 'heun', device=self.device, karras_max=karras_max)
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self.sampler = KSampler(self.model, 'heun', device=self.device)
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elif self.sampler_name == 'k_lms':
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elif self.sampler_name == 'k_lms':
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self.sampler = KSampler(self.model, 'lms', device=self.device, karras_max=karras_max)
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self.sampler = KSampler(self.model, 'lms', device=self.device)
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else:
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else:
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msg = f'>> Unsupported Sampler: {self.sampler_name}, Defaulting to plms'
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msg = f'>> Unsupported Sampler: {self.sampler_name}, Defaulting to plms'
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self.sampler = PLMSSampler(self.model, device=self.device)
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self.sampler = PLMSSampler(self.model, device=self.device)
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@ -3,7 +3,6 @@ ldm.models.diffusion.sampler
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Base class for ldm.models.diffusion.ddim, ldm.models.diffusion.ksampler, etc
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Base class for ldm.models.diffusion.ddim, ldm.models.diffusion.ksampler, etc
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'''
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'''
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import torch
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import torch
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import numpy as np
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import numpy as np
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from tqdm import tqdm
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from tqdm import tqdm
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