[DPOTrainer] Fix DPO trainer + mistral + FA2
#1290
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kashif
approved these changes
Jan 30, 2024
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thank you great help! |
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Fixes: #1217
Fixes: huggingface/transformers#26877
Fixes: #1266
Simply setting
use_cache=Falsecircumvents all issues with FA-2 + DPO + Mistral. in fact we should bypass that check since we are not in text generation mode when computing the loss function.use_cacheis retrieved from the model config by default which falls back always toTrue. The cache is not used anyway when purely computing the logits so this change is fully BCcc @kashif @vwxyzjn
To test that, I managed to repro the issue by adding
--attn_implementation "flash_attention_2"in the dpo shell script on a A100 machine, and I confirm this PR fixes it. Unfortunately our CI runners are not compatible with FA2 so we cannot add a slow test to test that