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causal_lm_past_key_values
ai-agents-causal-lm-past-key-v-when-using-past-key-values-with-padded-batches-in--7c12d962
IFWhen using past_key_values with padded batches in GPT-2 (or similar causal language models), the default position_ids are computed incorrectly because past_length includes padding tokens, causing the logits of subsequent tokens to differ from a full forward pass.
THENManually specify correct position_ids for the new tokens, computed as the sequence lengths of each example before adding new tokens. Alternatively, use left-padding when tokenizing (tokenizer(padding_side='left')) so that padding does not disrupt position alignment.
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