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improve data process logger

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hiyouga
2024-05-18 22:02:42 +08:00
parent ca48f90f1e
commit a851056229
3 changed files with 7 additions and 2 deletions
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5
src/llamafactory/data/preprocess.py
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@@ -77,6 +77,7 @@ def preprocess_supervised_dataset(
for i in range(len(examples["prompt"])):
if len(examples["prompt"][i]) % 2 != 1 or len(examples["response"][i]) != 1:
logger.warning("Dropped invalid example: {}".format(examples["prompt"][i] + examples["response"][i]))
continue
if processor is not None:
@@ -129,6 +130,7 @@ def preprocess_packed_supervised_dataset(
input_ids, labels = [], []
for i in range(len(examples["prompt"])):
if len(examples["prompt"][i]) % 2 != 1 or len(examples["response"][i]) != 1:
logger.warning("Dropped invalid example: {}".format(examples["prompt"][i] + examples["response"][i]))
continue
messages = examples["prompt"][i] + examples["response"][i]
@@ -178,6 +180,7 @@ def preprocess_unsupervised_dataset(
for i in range(len(examples["prompt"])):
if len(examples["prompt"][i]) % 2 != 1:
logger.warning("Dropped invalid example: {}".format(examples["prompt"][i] + examples["response"][i]))
continue
if processor is not None:
@@ -224,6 +227,7 @@ def preprocess_pairwise_dataset(
for i in range(len(examples["prompt"])):
if len(examples["prompt"][i]) % 2 != 1 or len(examples["response"][i]) < 2:
logger.warning("Dropped invalid example: {}".format(examples["prompt"][i] + examples["response"][i]))
continue
if processor is not None:
@@ -285,6 +289,7 @@ def preprocess_kto_dataset(
for i in range(len(examples["prompt"])):
if len(examples["prompt"][i]) % 2 != 1 or len(examples["response"][i]) < 2:
logger.warning("Dropped invalid example: {}".format(examples["prompt"][i] + examples["response"][i]))
continue
if processor is not None: