nodes/kijai-ComfyUI-WanVideoWrapper
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Mocha: Fix context window slicing

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kijai
2025-10-21 20:33:03 +03:00
parent 001040abc7
commit 2ea824b9ab
1 changed files with 4 additions and 4 deletions
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nodes_sampler.py
+4 -4
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@@ -1218,11 +1218,11 @@ class WanVideoSampler:
# [latent_frames, 1 mask frame, mocha_num_refs]
latent_end = latent_frames
mask_end = latent_end + 1
partial_latents = mocha_embeds[:, :, context_window] # windowed latents
mask_frame = mocha_embeds[:, :, latent_end:mask_end] # single mask frame
ref_frames = mocha_embeds[:, :, -mocha_num_refs:] # reference frames
partial_latents = mocha_embeds[:, context_window] # windowed latents
mask_frame = mocha_embeds[:, latent_end:mask_end] # single mask frame
ref_frames = mocha_embeds[:, -mocha_num_refs:] # reference frames
partial_mocha_embeds = torch.cat([partial_latents, mask_frame, ref_frames], dim=2)
partial_mocha_embeds = torch.cat([partial_latents, mask_frame, ref_frames], dim=1)
z = torch.cat([z, partial_mocha_embeds.to(z)], dim=1)
else:
z = torch.cat([z, mocha_embeds.to(z)], dim=1)