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-rw-r--r--model.py3
1 files changed, 2 insertions, 1 deletions
diff --git a/model.py b/model.py
index c698f8b..7071571 100644
--- a/model.py
+++ b/model.py
@@ -42,7 +42,8 @@ class CausalSelfAttention(nn.Module):
self.n_embd = config.n_embd
self.dropout = config.dropout
# flash attention make GPU go brrrrr but support is only in PyTorch >= 2.0
- self.flash = hasattr(torch.nn.functional, 'scaled_dot_product_attention')
+ # Maxwell GPUs (compute 5.0) don't support bf16 ops used by SDPA internals
+ self.flash = hasattr(torch.nn.functional, 'scaled_dot_product_attention') and getattr(config, 'flash', True)
if not self.flash:
print("WARNING: using slow attention. Flash Attention requires PyTorch >= 2.0")
# causal mask to ensure that attention is only applied to the left in the input sequence