About This Model
This model is fine-tuned from the checkpoint of AIMH/mental-longformer-base-4096 using drmuskangarg/CAMS dataset. For more information about the base Longformer model, please visit their model page. We used the same configuration as AIMH/mental-longformer-base-4096 including their tokenizer.
Usage
If you wish to use my model to infer your dataset or maybe pre-train it further, you can import my model in a Python script/notebook.
from transformers import LongformerTokenizer, LongformerForSequenceClassification
tokenizer = LongformerTokenizer.from_pretrained("aimh/mental-longformer-base-4096")
model = LongformerForSequenceClassification.from_pretrained("stackofsugar/mentallongformer-cams-finetuned")
If you prefer to use the high-level HuggingFace pipeline to make predictions, you can also do it in a Python script/notebook.
from transformers import pipeline
pipe = pipeline("text-classification", model="stackofsugar/mentallongformer-cams-finetuned", tokenizer="aimh/mental-longformer-base-4096")
More Information
For more information, visit my GitHub Repo.
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Base model
AIMH/mental-longformer-base-4096