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Nicer error message for undefined symbol #1339

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Jul 4, 2024
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17 changes: 17 additions & 0 deletions llmfoundry/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,23 @@

import logging

try:
from flash_attn import flash_attn_func
del flash_attn_func
except ImportError as e:
if 'undefined symbol' in str(e):
raise ImportError(
'The flash_attn package is not installed correctly. Usually this means that your runtime version'
+
' of PyTorch is different from the version that flash_attn was installed with, which can occur when your'
+
' workflow has resulted in PyTorch being reinstalled. This probably happened because you are using an old Docker image'
+
' with the latest version of LLM Foundry. Check that the PyTorch version in your Docker image matches the PyTorch version'
+
' in LLM Foundry setup.py and update accordingly. The latest Docker image can be found in the README.',
) from e

from llmfoundry.utils.logging_utils import SpecificWarningFilter

# Filter out Hugging Face warning for not using a pinned revision of the model
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