---
license: apache-2.0
language:
- en
base_model:
- FacebookAI/roberta-base
library_name: transformers
tags:
- joke_analyst
---

# Model Card for Funny Model (fun-model-v0.1)

This model was fine tuned to classify if a joke is humorous, offensive and what sentiment it carries (multi-label classification). 

## Model Details
- **Base Model**: FacebookAI/roberta-base
- **Tokenizer**: FacebookAI/roberta-base
- **Parameters**: 125M

## Training Data
- 10% sample of r/Jokes dataset from https://github.com/orionw/rJokesData (500k)

## Dataset
- Can be found at https://huggingface.co/datasets/SajilAwale/FunnyData/
- Total Data Size: 573,410
- Train Data Size: 90% of 10% of total size
- Validation Data Size: 10% of 10% of total size
- Test Data Size: 90% of total size


![image/png](https://cdn-uploads.huggingface.co/production/uploads/63f0e7de9cf89c9ed1bf92a2/nOUzPmxrbiCsjS7jclgnx.png)

## Evaluation

![image/png](https://cdn-uploads.huggingface.co/production/uploads/63f0e7de9cf89c9ed1bf92a2/_U1NYkJbTfBvRHiQ_kXeb.png)