Update NSFW_text_classifier/README.md

NSFW_text_classifier/README.md

@@ -1,46 +1,15 @@
----
-language: "en"
-tags:
-- distilroberta
-- sentiment
-- NSFW
-- inappropriate 
-- spam
-- twitter
-- reddit
-
-widget:
-- text: "I like you. You remind me of me when I was young and stupid."
-- text: "I see you’ve set aside this special time to humiliate yourself in public."
-- text: "Have a great weekend! See you next week!"
-
----
-
-# Fine-tuned DistilRoBERTa-base for NSFW Classification
-
-# Model Description 
-
-DistilBERT is a transformer model that performs sentiment analysis. I fine-tuned the model on Reddit posts with the purpose of classifying not safe for work (NSFW) content, specifically text that is considered inappropriate and unprofessional. The model predicts 2 classes, which are NSFW or safe for work (SFW). 
-
-The model is a fine-tuned version of [DistilBERT](https://huggingface.co/docs/transformers/model_doc/distilbert).
-
-It was fine-tuned on 14317 Reddit posts pulled from the (Reddit API) [https://praw.readthedocs.io/en/stable/].
-
-# How to Use 
-
-```python
-from transformers import pipeline
-classifier = pipeline("sentiment-analysis", model="michellejieli/NSFW_text_classification")
-classifier("I see you’ve set aside this special time to humiliate yourself in public.")
-```
-
-```python
-Output:
-[{'label': 'NSFW', 'score': 0.998853325843811}]
-```
-
-# Contact
-
-Please reach out to [michelle.li851@duke.edu](mailto:michelle.li851@duke.edu) if you have any questions or feedback.
-
----
+---
+language: "en"
+tags:
+- distilroberta
+- sentiment
+- NSFW
+- inappropriate 
+- spam
+- twitter
+- reddit
+
+widget:
+- text: "I like you. You remind me of me when I was young and stupid."
+- text: "I see you’ve set aside this special time to humiliate yourself in public."
+- text: "Have a great weekend! See you next week!"