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upgrade it. #14

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upgrade it. #14

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10 changes: 8 additions & 2 deletions lingbot_map/layers/rope.py
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Original file line number Diff line number Diff line change
Expand Up @@ -176,8 +176,14 @@ def forward(self, tokens: torch.Tensor, positions: torch.Tensor) -> torch.Tensor
feature_dim = tokens.size(-1) // 2

# Get frequency components
max_position = int(positions.max()) + 1
cos_comp, sin_comp = self._compute_frequency_components(feature_dim, max_position, tokens.device, tokens.dtype)
max_position = (positions.max() + 1).to(dtype=torch.int64)

cos_comp, sin_comp = self._compute_frequency_components(
feature_dim,
max_position.item(),
tokens.device,
tokens.dtype,
)

# Split features for vertical and horizontal processing
vertical_features, horizontal_features = tokens.chunk(2, dim=-1)
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