--- datasets: - sentiment140 metrics: - f1 license: apache-2.0 language: - en pipeline_tag: text-classification tags: - twitter - depression - sentiment140 --- # Model Card for Model ID jasmeeetsingh/twitter-depression-classification-sentiment140 is a deep learning model trained to classify whether a given tweet is suicidal or not. The model is based on a transformer architecture and fine-tuned on a large corpus of tweets annotated as suicidal or non-suicidal. ## Model Details ### Model Description - **Developed by:** Jasmeet Singh Sandhu - **Finetuned from model:** paulagarciaserrano/roberta-depression-detection ## Uses The model is intended to be used to classify tweets automatically as suicidal or non-suicidal. It can be used to analyze large volumes of tweets and identify users who may be at risk of depression, as well as to monitor the prevalence of depression-related discussions on social media platforms. #### Metrics ## Technical Specifications The model was trained on a 6GB RTX 3060