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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 1 new columns ({'input'}) and 1 missing columns ({'text'}).

This happened while the json dataset builder was generating data using

hf://datasets/AnonymousSubmissionOnly/adv/dev.json (at revision 87af9f8cc4703f1bfa9a1e3c56ce14a691bd4dcd)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              input: string
              to
              {'text': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1321, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 1 new columns ({'input'}) and 1 missing columns ({'text'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/AnonymousSubmissionOnly/adv/dev.json (at revision 87af9f8cc4703f1bfa9a1e3c56ce14a691bd4dcd)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

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粤港澳大湾区数字经济研究院(International Digital Economy Academy 简称“IDEA”)是一家面向人工智能(Artificial Intelligence,简称“AI”)、数字经济产业和前沿科技的国际化创新型研究机构,坐落于深圳市深港科技创新合作区内。
IDEA正与MSR、Google Brain、DeepMind、OpenAI等同行者一起推动人类AI技术前沿的发展。IDEA的使命是立足社会需求,研发颠覆式创新技术并回馈社会,让更多的人从数字经济发展中获益。IDEA秉承共享共赢共生的开源开放精神,积极营造自由而富有激情的创新工作环境,聚集全世界最聪慧的大脑一起创造人类社会最需要的价值。我们坚持科技擎天,产业立地,相信最好的研究从需求中来,到需求中去,最终惠及广大企业和受众。
IDEA目前已聚集一批包括院士、世界著名大学教授、世界知名开源系统发明人在内的国际一流技术专家,致力于在AI基础技术与开源系统、人工智能金融科技、区块链技术与机密计算、企业级AI系统、产业智能物联网与智能机器人等领域研发国际顶尖成果,并培育一批国际领先科技企业,带动深圳乃至大湾区万亿级数字经济产业发展。
2021年11月22日,IDEA研究院创院理事长沈向洋在IDEA大会上正式宣布启动 “封神榜”大模型开源计划。目前,我们已经开源了6个系列共10个模型,包含4种模型结构,模型参数最大达到35亿。
二郎神系列:以Encoder结构为主的双向语言系列模型,专注于解决各种自然语言理解任务。本系列中13亿参数的“Erlangshen-MegatronBert-1.3B”大模型,是目前中文领域内最大的开源Bert大模型。2021年11月及2022年1月,“二郎神”在中文语言理解权威评测基准FewCLUE 在新窗口查看和ZeroCLUE 在新窗口查看双料榜单上登顶,2022年3月在Hugging Face的单月下载量突破1k。同时IDEA研究院CCNL也开源了解决长文本分类任务的“Erlangshen-Longformer-110M”和“Erlangshen-Longformer-330M”。
周文王系列:是IDEA研究院与追一科技联合开发的一系列新结构大模型。目前开源的13亿参数“Zhouwenwang-Unified-1.3B”大模型,是中文领域内可同时做LM和MLM任务的最大模型。
余元系列:本系列模型主要面向医疗领域。拥有35亿参数的“Yuyuan-GPT2-3.5B”大模型,对英文医疗事实判断准确率接近90%。由 “Yuyuan-GPT2-3.5B”微调而来的问答模型“YuyuanQA-GPT2-3.5B”,在100个英文医疗问答任务上的Bleu值达到了0.35。
闻仲系列:以Decoder结构为主的单向语言模型,是一系列强大的生成模型,目前开源了35亿参数的“Wenzhong-GPT2-3.5B”大模型。
燃灯系列:本系列是以Transformer结构为主的编解码语言模型,主要解决通用任务,目前开源了7.7亿参数的“Randeng-MegatronT5-770M”大模型。
比干系列:本系列主要面向各种纠错任务,目前开源了11亿参数的“Bigan-Transformer-XL-denoise-1.1B”大模型。
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