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SD3 Prompt Parsing, preliminary

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This commit is contained in:
AI-Casanova
2024-06-16 18:00:30 -05:00
parent 60376ebe2f
commit d3802f9fbc
2 changed files with 68 additions and 12 deletions
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modules/processing_args.py
+5 -1
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@@ -106,7 +106,7 @@ def set_pipeline_args(p, model, prompts: list, negative_prompts: list, prompts_2
shared.log.error(f'Sampler timesteps: {e}')
else:
shared.log.warning(f'Sampler: sampler={model.scheduler.__class__.__name__} timesteps not supported')
if shared.opts.prompt_attention != 'Fixed attention' and ('StableDiffusion' in model.__class__.__name__ or 'StableCascade' in model.__class__.__name__) and 'Onnx' not in model.__class__.__name__ and 'StableDiffusion3' not in model.__class__.__name__:
if shared.opts.prompt_attention != 'Fixed attention' and ('StableDiffusion' in model.__class__.__name__ or 'StableCascade' in model.__class__.__name__) and 'Onnx' not in model.__class__.__name__:
try:
prompt_parser_diffusers.encode_prompts(model, p, prompts, negative_prompts, steps=steps, clip_skip=clip_skip)
parser = shared.opts.prompt_attention
@@ -126,6 +126,8 @@ def set_pipeline_args(p, model, prompts: list, negative_prompts: list, prompts_2
args['prompt_embeds_pooled'] = p.positive_pooleds[0].unsqueeze(0)
elif 'XL' in model.__class__.__name__ and len(getattr(p, 'positive_pooleds', [])) > 0:
args['pooled_prompt_embeds'] = p.positive_pooleds[0]
elif 'StableDiffusion3' in model.__class__.__name__ and len(getattr(p, 'positive_pooleds', [])) > 0:
args['pooled_prompt_embeds'] = p.positive_pooleds[0]
else:
args['prompt'] = prompts
if 'negative_prompt' in possible:
@@ -135,6 +137,8 @@ def set_pipeline_args(p, model, prompts: list, negative_prompts: list, prompts_2
args['negative_prompt_embeds_pooled'] = p.negative_pooleds[0].unsqueeze(0)
if 'XL' in model.__class__.__name__ and len(getattr(p, 'negative_pooleds', [])) > 0:
args['negative_pooled_prompt_embeds'] = p.negative_pooleds[0]
if 'StableDiffusion3' in model.__class__.__name__ and len(getattr(p, 'negative_pooleds', [])) > 0:
args['negative_pooled_prompt_embeds'] = p.negative_pooleds[0]
else:
if 'PixArtSigmaPipeline' in model.__class__.__name__: # pixart-sigma pipeline throws list-of-list for negative prompt
args['negative_prompt'] = negative_prompts[0]