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MME-RealWorld-Base64.py DELETED
@@ -1,30 +0,0 @@
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- import json
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- import os
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- from datasets import Dataset, DatasetDict, Features, Value, Sequence
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-
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- def load_json_lines(file_path):
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- with open(file_path, 'r') as f:
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- for line in f:
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- yield json.loads(line)
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-
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- def _generate_examples(chunk_files):
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- for file in chunk_files:
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- for example in load_json_lines(file):
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- yield example['Question_id'], example
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-
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- def load_dataset(*args, **kwargs):
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- dataset_dir = kwargs['data_dir'] # The directory containing JSON chunks
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- chunk_files = [os.path.join(dataset_dir, f) for f in os.listdir(dataset_dir) if f.endswith('.json')]
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- features = Features({
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- 'index': Value(dtype='string'),
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- 'image': Value(dtype='string'),
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- 'question': Value(dtype='string'),
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- 'multi-choice options': Sequence(Value(dtype='string')),
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- 'answer': Value(dtype='string'),
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- 'category': Value(dtype='string'),
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- 'l2-category': Value(dtype='string'),
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- })
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- dataset = DatasetDict({
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- 'train': Dataset.from_generator(lambda: _generate_examples(chunk_files), features=features)
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- })
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- return dataset
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
MME-RealWorld-CN/MME_RealWorld_CN_base64_1.json DELETED
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MME-RealWorld/MME_RealWorld_base64_0.json DELETED
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MME-RealWorld/MME_RealWorld_base64_2.json DELETED
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MME-RealWorld/MME_RealWorld_base64_3.json DELETED
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MME-RealWorld/MME_RealWorld_base64_4.json DELETED
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MME-RealWorld/MME_RealWorld_base64_5.json DELETED
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MME-RealWorld/MME_RealWorld_base64_6.json DELETED
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MME-RealWorld/MME_RealWorld_base64_7.json DELETED
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MME-RealWorld/MME_RealWorld_base64_8.json DELETED
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README.md DELETED
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- # MME-RealWorld Dataset
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-
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- This dataset contains multiple JSON files split into chunks. It includes information such as questions, images encoded in base64, and other related metadata.
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-
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- ## Usage
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-
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- You can load the dataset using the `datasets` library:
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-
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- ```python
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- from datasets import load_dataset
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-
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- dataset = load_dataset('yifanzhang114/MME-RealWorld-Base64', data_dir='MME-RealWorld')
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- dataset = load_dataset('yifanzhang114/MME-RealWorld-Base64', data_dir='MME-RealWorld-CN')
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-
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- ## the image can be decoded by
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-
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- def decode_base64_to_image(base64_string, target_size=-1):
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- image_data = base64.b64decode(base64_string)
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- image = Image.open(io.BytesIO(image_data))
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- if image.mode in ('RGBA', 'P'):
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- image = image.convert('RGB')
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- if target_size > 0:
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- image.thumbnail((target_size, target_size))
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- return image
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-
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- ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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MME-RealWorld-CN/MME_RealWorld_CN_base64_0.json → default/partial-train/0001.parquet RENAMED
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nohup.out DELETED
File without changes