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hey everyone in this video i will do classification by fine-tuning a birth model and for the model i will choose these bird base on case this is like one of the most most popular model in the hugging face repository with the 30 with download last month of 33 million and then i will apply this fine tune model to predict my tokens uh that is ner tokens that is named entity recognition tokens on these data set con ll 2003 so this data set is uh the summary of this data set is written right here the shared task of cornell 2003 concerns language independent named entity recognition we will concentrate on four types of named entities person location organizations and names of miscellaneous entities that do not belong to the previous three groups share task data files contain four columns separated by single space each word has been put on a separate line and there is an empty line after each sentence so lets look at the data set right here so this is the trend part i have four column