fix packing for eager/sdpa attn
Former-commit-id: 735a033ceb7f2da6da71d138ea091d8a665411a9
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@@ -17,9 +17,7 @@
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from typing import TYPE_CHECKING, List, Optional
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from transformers import DataCollatorForSeq2Seq
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from ...data import get_dataset, split_dataset
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from ...data import SFTDataCollatorWith4DAttentionMask, get_dataset, split_dataset
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from ...extras.constants import IGNORE_INDEX
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from ...extras.misc import get_logits_processor
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from ...extras.ploting import plot_loss
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@@ -54,10 +52,13 @@ def run_sft(
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if getattr(model, "is_quantized", False) and not training_args.do_train:
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setattr(model, "_hf_peft_config_loaded", True) # hack here: make model compatible with prediction
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data_collator = DataCollatorForSeq2Seq(
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data_collator = SFTDataCollatorWith4DAttentionMask(
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tokenizer=tokenizer,
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pad_to_multiple_of=8 if tokenizer.padding_side == "right" else None, # for shift short attention
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label_pad_token_id=IGNORE_INDEX if data_args.ignore_pad_token_for_loss else tokenizer.pad_token_id,
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block_diag_attn=model_args.block_diag_attn,
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attn_implementation=getattr(model.config, "_attn_implementation", None),
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compute_dtype=model_args.compute_dtype,
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)
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# Override the decoding parameters of Seq2SeqTrainer
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