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Author SHA1 Message Date
Jedrzej Kosinski
3b54b0256d Merge branch 'master' into fix-context-window-slicing 2025-09-11 20:23:31 -07:00
Jedrzej Kosinski
2835f7f63e Apply cond slice fix 2025-09-09 17:45:35 -07:00

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@@ -146,11 +146,13 @@ class IndexListContextHandler(ContextHandlerABC):
# when in dictionary, look for tensors and CONDCrossAttn [comfy/conds.py] (has cond attr that is a tensor)
for cond_key, cond_value in new_cond_item.items():
if isinstance(cond_value, torch.Tensor):
if cond_value.ndim < self.dim and cond_value.size(0) == x_in.size(self.dim):
if (self.dim < cond_value.ndim and cond_value(self.dim) == x_in.size(self.dim)) or \
(cond_value.ndim < self.dim and cond_value.size(0) == x_in.size(self.dim)):
new_cond_item[cond_key] = window.get_tensor(cond_value, device)
# if has cond that is a Tensor, check if needs to be subset
elif hasattr(cond_value, "cond") and isinstance(cond_value.cond, torch.Tensor):
if cond_value.cond.ndim < self.dim and cond_value.cond.size(0) == x_in.size(self.dim):
if (self.dim < cond_value.cond.ndim and cond_value.cond.size(self.dim) == x_in.size(self.dim)) or \
(cond_value.cond.ndim < self.dim and cond_value.cond.size(0) == x_in.size(self.dim)):
new_cond_item[cond_key] = cond_value._copy_with(window.get_tensor(cond_value.cond, device))
elif cond_key == "num_video_frames": # for SVD
new_cond_item[cond_key] = cond_value._copy_with(cond_value.cond)