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Fix Switch Transformers When sparse_step = 1 (huggingface#28564)
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Fix sparse_step = 1

I case sparse_step = 1, the current code will not work.
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agemagician authored and AjayP13 committed Jan 22, 2024
1 parent aa44ded commit c6b3736
Showing 1 changed file with 1 addition and 1 deletion.
Original file line number Diff line number Diff line change
Expand Up @@ -898,7 +898,7 @@ def __init__(self, config, embed_tokens=None):
config.num_layers = config.num_decoder_layers if self.is_decoder else config.num_layers
self.block = nn.ModuleList()
for i in range(config.num_layers):
is_sparse = (i % sparse_step == 1) if sparse_step > 0 else False
is_sparse = (i % sparse_step == 1 or sparse_step == 1) if sparse_step > 0 else False

self.block.append(
SwitchTransformersBlock(config, has_relative_attention_bias=bool(i == 0), is_sparse=is_sparse)
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