diff --git a/train.py b/train.py
index f9f0065..99c81a4 100644
--- a/train.py
+++ b/train.py
@@ -18,7 +18,10 @@ import torch.nn as nn
 import torch.nn.functional as F
 
 from kernels import get_kernel
-fa3 = get_kernel('varunneal/flash-attention-3').flash_attn_interface
+cap = torch.cuda.get_device_capability()
+# varunneal's FA3 is Hopper only, use kernels-community on non-Hopper GPUs
+repo = "varunneal/flash-attention-3" if cap == (9, 0) else "kernels-community/flash-attn3"
+fa3 = get_kernel(repo).flash_attn_interface
 
 from constants import MAX_SEQ_LEN, TIME_BUDGET
 from prepare import Tokenizer, make_dataloader, evaluate_bpb