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fsdp_dtype_mismatch
infrastructure-fsdp-dtype-mismatch-fsdp-multi-gpu-training-with-bfloat16-dtype-and-tr-976db46f
IFFSDP multi-GPU training with bfloat16 dtype and transformers >=4.46.2 fails with 'expected dtype float for `end` but got dtype c10::BFloat16'.
THENUpgrade transformers to the latest dev version via `pip install git+https://github.com/huggingface/transformers` to include the fix from PR #34645. Alternatively, downgrade transformers to 4.45.2 and TRL to 0.11.3 to avoid the regression.
Tier 170%
fsdp_dtype_mismatch
infrastructure-fsdp-dtype-mismatch-when-using-fsdp-with-sfttrainer-or-dpotrainer-on-m-9bf1bccc
IFWhen using FSDP with SFTTrainer or DPOTrainer on multi-GPU with bfloat16, training fails with 'expected dtype float for `end` but got dtype c10::BFloat16' error after upgrading to transformers 4.46.2.
THENTemporarily downgrade transformers to 4.45.2 and TRL to 0.11.3. For a permanent fix, apply the changes from transformers PR #34645, which restores an explicit .float() call on logits in the lm_head to ensure consistent float32 dtype under mixed-precision FSDP.
Tier 170%
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