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distilbert-goodreads-genres – AI Model by Vivek-ML-Projects | AlphaNeural AI

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Vivek-ML-Projects/
distilbert-goodreads-genres

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text-classification

genre-classification

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DistilBERT Goodreads Genre Classifier

This model classifies book reviews into 8 genres using the UCSD Goodreads dataset.

Model Description

Base Model: distilbert-base-cased
Task: Multi-class text classification
Number of Labels: 8

Supported Genres:

Poetry
Children
Comics & Graphic
Fantasy & Paranormal
History & Biography
Mystery, Thriller & Crime
Romance
Young Adult

Usage

python

from huggingface_hub import login
 
# HF_TOKEN was already loaded from Kaggle Secrets (see Task 4)
login(token=HF_TOKEN)
 
# Push model and tokenizer
model.push_to_hub("Vivek-ML-Projects/distilbert-goodreads-genres")
tokenizer.push_to_hub("Vivek-ML-Projects/distilbert-goodreads-genres")
 
# Record the link in W&B
wandb.run.summary["huggingface_model"] = \
    "https://huggingface.co/Vivek-ML-Projects/distilbert-goodreads-genres"