Traceback most recent call last File Dprojectdatapy line 58 in module dataset = ChineseDatasetdata_file ^^^^^^^^^^^^^^^^^^^^^^^^^ File Dprojectdatapy line 7 in __init__ selfconver
This error message is indicating that there is an issue with decoding a byte in the input file. The specific byte causing the error is 0xed, which is not a valid continuation byte in UTF-8 encoding.
To resolve this issue, you can try the following steps:
-
Check the encoding of the input file: Confirm that the input file is encoded in UTF-8. If it is encoded in a different format, you may need to specify the correct encoding when reading the file.
-
Handle encoding errors: You can add error handling when reading the file to handle any decoding errors. For example, you can use the
errors='ignore'parameter when opening the file to ignore any characters that cannot be decoded. -
Try a different encoding: If the file is not encoded in UTF-8, you can try to decode it using a different encoding. You can use the
errors='replace'parameter when opening the file to replace any characters that cannot be decoded with a placeholder character.
Here is an example of how you can modify the code to handle encoding errors:
class ChineseDataset:
def __init__(self, conv_file):
self.conversations = self.load_conversations(conv_file)
def load_conversations(self, conv_file):
conversations = []
with open(conv_file, 'r', encoding='utf-8', errors='ignore') as f:
for line in f:
conversations.append(line.strip())
return conversations
data_file = "path/to/data/file.txt"
dataset = ChineseDataset(data_file)
By specifying the encoding as 'utf-8' and using the errors='ignore' parameter, any characters that cannot be decoded will be ignored, and the code will continue running without raising an exception
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