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README.md
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metrics:
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- accuracy
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widget:
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model-index:
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- name: depression-reddit-distilroberta-base
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results:
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- name: Accuracy
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type: accuracy
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value: 0.9715578539107951
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# depression-reddit-distilroberta-base
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## Example Pipeline
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```python
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[{'label': 'not_depression', 'score': 0.9813856482505798}]
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```
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This model is a fine-tuned version of [distilroberta-base](https://huggingface.co/distilroberta-base) on the mrjunos/depression-reddit-cleaned dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0821
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- Transformers 4.30.2
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- Pytorch 2.0.1+cu118
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- Datasets 2.13.0
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- Tokenizers 0.13.3
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metrics:
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- accuracy
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widget:
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- text:
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- >-
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i just found out my boyfriend is depressed i really want to be there for him
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but i feel like i ve only been saying the wrong thing how can i be there for
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him help him and see him get better i m worried it will continue to the
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point it will consume him i can already see his personality changing and i m
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scared for the future what thing can i say or do to comfort or help
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example_title: depression
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- text:
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- >-
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i m getting more and more people asking where they can buy the ambients
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album simple answer is quot not yet quot it ll be on itunes eventually
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example_title: not_depression
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model-index:
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- name: depression-reddit-distilroberta-base
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results:
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- name: Accuracy
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type: accuracy
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value: 0.9715578539107951
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language:
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- en
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pipeline_tag: text-classification
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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## Example Pipeline
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```python
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[{'label': 'not_depression', 'score': 0.9813856482505798}]
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```
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Disclaimer: This machine learning model classifies texts related to depression, but I am not an expert or a mental health professional.
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I do not intend to diagnose or offer medical advice. The information provided should not replace consultation with a qualified professional.
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The results may not be accurate. Use this model at your own risk and seek professional advice if needed.
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This model is a fine-tuned version of [distilroberta-base](https://huggingface.co/distilroberta-base) on the mrjunos/depression-reddit-cleaned dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0821
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- Transformers 4.30.2
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- Pytorch 2.0.1+cu118
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- Datasets 2.13.0
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- Tokenizers 0.13.3
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