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Fix cos_sin device issue in Falcon model (#26448)

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* fix

* fix

* fix

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
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Yih-Dar 2023-09-28 10:00:15 +02:00 committed by GitHub
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src/transformers/models/falcon/modeling_falcon.py
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@ -129,6 +129,11 @@ class FalconRotaryEmbedding(nn.Module):
total_length = seq_len + past_key_values_length total_length = seq_len + past_key_values_length
if total_length > self.seq_len_cached: if total_length > self.seq_len_cached:
self._set_cos_sin_cache(total_length, device, dtype) self._set_cos_sin_cache(total_length, device, dtype)
# the cached tensors need to update their devices (for example, after we change the model's device)
self.cos_cached = self.cos_cached.to(device)
self.sin_cached = self.sin_cached.to(device)
# Gather cos, sin at the designated position ids # Gather cos, sin at the designated position ids
cos = self.cos_cached.squeeze(0)[position_ids] # [bs, seq_len, dim] cos = self.cos_cached.squeeze(0)[position_ids] # [bs, seq_len, dim]
sin = self.sin_cached.squeeze(0)[position_ids] # [bs, seq_len, dim] sin = self.sin_cached.squeeze(0)[position_ids] # [bs, seq_len, dim]