ModelVerificadoExterno

Distilbert Goodreads Genres

Fine-tuned DistilBERT model for classifying book reviews into 8 genres.

Fuentehuggingface.co/Pujaniitj/distilbert-goodreads-genres/tree/8c2591fbf5ef715c928de59c4852ba08f3f5aa6a

TipoOtherVersiónRevision 8c2591fPublicador@PujaniitjCcalidad

Fuente del modelo

Tipo: Other
Tamaño del archivo: 251 MB
Versión: vRevision 8c2591f
Actualizado: 2 oct 2026
Publicador: @Pujaniitj
Descargas: 4
Fuente: Hugging Face

Descripción de la fuente

DistilBERT Goodreads Genre Classification

Model Description

Fine-tuned DistilBERT model for classifying book reviews into 8 genres.

Training Hyperparameters

Epochs: 3
Batch Size: 16
Learning Rate: 5e-05
Optimizer: AdamW

Evaluation Results

Metric	Score
Accuracy	0.5956
F1 Score	0.5988
Eval Loss	1.1631

Links

W&B Run: https://wandb.ai/pujaniitj-iit-jodpur/mlops-assignment2/runs/l3ka09fm
Kaggle Notebook: https://www.kaggle.com/code/g25ait2076/mlops-final
GitHub Repository: https://github.com/pujaniitj/Complete-mlops-workflow

Fuentes

1 fuente

Hugging FacePrincipalVersión 8c2591fbf5ef715c928de59c4852ba08f3f5aa6a

huggingface.co/Pujaniitj/distilbert-goodreads-genres/tree/8c2591fbf5ef715c928de59c4852ba08f3f5aa6a

Verificado 2 oct

Artefactos del modelo

1 artefacto

model.safetensors

safetensors · 251 MB · SHA-256 1da48cae33bf…c030 · Hugging Face

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Extractos de fuentes

3 extractos

Readme11 julhuggingface.co/Pujaniitj/distilbert-goodreads-genres

--- license: apache-2.0 tags: - text-classification - distilbert - goodreads - genre-classification metrics: - accuracy - f1 --- # DistilBERT Goodreads Genre Classification ## Model Description Fine-tuned DistilBERT model for classifying book reviews into 8 genres. ## Training Hyperparameters - **Epochs:** 3 - **Batch Size:** 16 - **Learning Rate:** 5e-05 - **Optimizer:** AdamW ## Evaluation Results | Metric | Score | |-----------|-----------| | Accuracy | 0.5956 | | F1 Score | 0.5988 | | Eval Loss | 1.1631| ## Links - **W&B Run:** https://wandb.ai/pujaniitj-iit-jodpur/mlops-assignment2/runs/l3ka09fm - **Kaggle Notebook:** https://www.kaggle.com/code/g25ait2076/mlops-final - **GitHub Repository:** https://github.com/pujaniitj/Complete-mlops-workflow

Note2 octhuggingface.co/Pujaniitj/distilbert-goodreads-genres

Source context: 4 downloads · 0 likes · Pipeline text-classification · Repo Pujaniitj/distilbert-goodreads-genres

Note17 julhuggingface.co/Pujaniitj/distilbert-goodreads-genres

Source context: 1 downloads · 0 likes · Pipeline text-classification · Repo Pujaniitj/distilbert-goodreads-genres