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README.md

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 # SchizophreniaRoberta model
 
-is a model initialized with roberta-large (https://huggingface.co/roberta-large ) and trained with Schizophrenia Reddit which is a subset of [Self-Reported Mental Health Diagnoses (SMHD) dataset](https://arxiv.org/pdf/1806.05258.pdf) which consists of Reddit posts by patients with schizophrenia only or schizophrenia with other mental disorders and matched control. 
-We follow the standard pretraining protocols of RoBERTa with [Huggingface’s Transformers library](https://github.com/huggingface/transformers).    
+is a model initialized with [roberta-large](https://huggingface.co/roberta-large) and trained with Schizophrenia Reddit, a subset of [Self-Reported Mental Health Diagnoses (SMHD) dataset](https://arxiv.org/pdf/1806.05258.pdf) which consists of Reddit posts by patients with schizophrenia only or schizophrenia with other mental disorders and matched control. We follow the standard pretraining protocols of RoBERTa with [Huggingface’s Transformers library](https://github.com/huggingface/transformers).    
 
 ## Usage Load the model via [Huggingface’s Transformers library](https://github.com/huggingface/transformers):