Match Comfy BF16 latent packing
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1 changed files with 2 additions and 2 deletions
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@ -72,8 +72,8 @@ class H3PromptPacker:
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text_rows = text[0].to(torch.bfloat16)
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else:
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raise ValueError("H3 text states must be Qwen 5120-wide or refined 5376-wide.")
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video_rows = functional.linear(patchify_video(video).float(), self.video_weight, self.video_bias).to(torch.bfloat16)
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audio_rows = functional.linear(pack_audio(audio).float(), self.audio_weight, self.audio_bias).to(torch.bfloat16)
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video_rows = functional.linear(patchify_video(video.to(torch.bfloat16)).float(), self.video_weight, self.video_bias).to(torch.bfloat16)
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audio_rows = functional.linear(pack_audio(audio.to(torch.bfloat16)).float(), self.audio_weight, self.audio_bias).to(torch.bfloat16)
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text_length, audio_length = text_rows.shape[0], audio_rows.shape[0]
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hidden = torch.cat((text_rows, audio_rows, video_rows))
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video_sigma = torch.tensor(float(sigma), device=hidden.device).clamp(min=1e-6)
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