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Fix falcon tokenization step (#1441) [skip ci]

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* Fix falcon tokenization step

* chore: lint

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Co-authored-by: Wing Lian <wing.lian@gmail.com>
This commit is contained in:
Far El
2024-03-26 15:19:34 -04:00
committed by GitHub
parent c19d060a74
commit bcdc9b1601
1 changed files with 4 additions and 3 deletions
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7
src/axolotl/utils/trainer.py
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@@ -124,9 +124,10 @@ def process_datasets_for_packing(cfg, train_dataset, eval_dataset):
eval_dataset = eval_dataset.remove_columns("attention_mask") eval_dataset = eval_dataset.remove_columns("attention_mask")
if cfg.model_config_type == "falcon": if cfg.model_config_type == "falcon":
LOG.info("dropping token_type_ids column") LOG.info("dropping token_type_ids column if it exists")
train_dataset = train_dataset.remove_columns("token_type_ids") if "token_type_ids" in train_dataset.column_names:
if eval_dataset: train_dataset = train_dataset.remove_columns("token_type_ids")
if eval_dataset and "token_type_ids" in eval_dataset.column_names:
eval_dataset = eval_dataset.remove_columns("token_type_ids") eval_dataset = eval_dataset.remove_columns("token_type_ids")
train_dataset = train_dataset.filter( train_dataset = train_dataset.filter(