distilbert-base-uncased-finetuned-clinc

DhruvSharma-845/distilbert-base-uncased-finetuned-clinc

distilbert-base-uncased-finetuned-clinc is a machine learning model from DhruvSharma-845. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

License: apache-2.0
Model type: distilbert
Access: Public
Created: Nov 13, 2025
Updated: Nov 13, 2025
SHA: 9f471469

Base models

Model card

From the Hugging Face model README

distilbert-base-uncased-finetuned-clinc

This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.8044
Accuracy: 0.9213

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 48
eval_batch_size: 48
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
3.8167	1.57	500	2.4201	0.8013
1.7308	3.14	1000	1.1224	0.8984
0.929	4.72	1500	0.8044	0.9213

Framework versions

Transformers 4.37.0
Pytorch 2.6.0+cu124
Datasets 2.14.5
Tokenizers 0.15.2

Type: distilbert
License: apache-2.0
Created: Nov 13, 2025
Updated: Nov 13, 2025