Update nodes_sampler.py
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+2
-7
@@ -1600,20 +1600,15 @@ class WanVideoSampler:
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if use_fresca:
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if use_fresca:
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noise_pred_cond = fourier_filter(noise_pred_cond, fresca_scale_low, fresca_scale_high, fresca_freq_cutoff)
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noise_pred_cond = fourier_filter(noise_pred_cond, fresca_scale_low, fresca_scale_high, fresca_freq_cutoff)
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if fantasy_portrait_input is not None and not math.isclose(portrait_cfg[idx], 1.0):
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if fantasy_portrait_input is not None and not math.isclose(portrait_cfg[idx], 1.0):
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print("Applying Fantasy Portrait CFG...")
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base_params["fantasy_portrait_input"] = None
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base_params["fantasy_portrait_input"] = None
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noise_pred_no_portrait, noise_pred_ovi, cache_state_uncond = transformer(context=positive_embeds, pred_id=cache_state[0] if cache_state else None,
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noise_pred_no_portrait, noise_pred_ovi, cache_state_uncond = transformer(context=positive_embeds, pred_id=cache_state[0] if cache_state else None,
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vace_data=vace_data, attn_cond=attn_cond, **base_params)
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vace_data=vace_data, attn_cond=attn_cond, **base_params)
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noise_pred_no_portrait = noise_pred_no_portrait[0]
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return noise_pred_no_portrait[0] + portrait_cfg[idx] * (noise_pred_cond - noise_pred_no_portrait[0]), noise_pred_ovi, [cache_state_cond, cache_state_uncond]
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return noise_pred_no_portrait + portrait_cfg[idx] * (noise_pred_cond - noise_pred_no_portrait), noise_pred_ovi, [cache_state_cond, cache_state_uncond]
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elif multitalk_audio_input is not None and not math.isclose(audio_cfg_scale[idx], 1.0):
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else:
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if multitalk_audio_input is not None and not math.isclose(audio_cfg_scale[idx], 1.0):
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base_params['multitalk_audio'] = torch.zeros_like(multitalk_audio_input)[-1:]
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base_params['multitalk_audio'] = torch.zeros_like(multitalk_audio_input)[-1:]
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noise_pred_uncond_audio, _, cache_state_uncond = transformer(
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noise_pred_uncond_audio, _, cache_state_uncond = transformer(
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context=positive_embeds, pred_id=cache_state[0] if cache_state else None,
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context=positive_embeds, pred_id=cache_state[0] if cache_state else None,
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vace_data=vace_data, attn_cond=attn_cond, **base_params)
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vace_data=vace_data, attn_cond=attn_cond, **base_params)
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return noise_pred_uncond_audio[0] + audio_cfg_scale[idx] * (noise_pred_cond - noise_pred_uncond_audio[0]), noise_pred_ovi, [cache_state_cond, cache_state_uncond]
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return noise_pred_uncond_audio[0] + audio_cfg_scale[idx] * (noise_pred_cond - noise_pred_uncond_audio[0]), noise_pred_ovi, [cache_state_cond, cache_state_uncond]
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else:
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else:
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return noise_pred_cond, noise_pred_ovi, [cache_state_cond]
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return noise_pred_cond, noise_pred_ovi, [cache_state_cond]
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