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deepspeed_zero3_model_loading
infrastructure-deepspeed-zero3-mode-using-ignore-mismatched-sizes-true-in-from-pretrai-f41ea044
IFUsing `ignore_mismatched_sizes=True` in `from_pretrained` while training with DeepSpeed ZeRO Stage 3 causes pretrained weights not to be properly loaded, resulting in random performance.
THENAvoid using `ignore_mismatched_sizes=True` unless you are actually changing the model head size. If you must use it, ensure you gather the sharded parameters explicitly with `deepspeed.zero.GatheredParameters` before the mismatch check. For most cases, simply remove the flag to allow standard weight loading.
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