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
- Downloads last month
- 71
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.