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saisriram003/
custom-distilbert-poem-sentiment-v1

Name: custom-distilbert-poem-sentiment-v1
Availability: InStock

generated_from_trainer

distilbert/distilbert-base-uncased

finetune

apache-2.0

text-embeddings-inference

endpoints_compatible

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custom-distilbert-poem-sentiment-v1

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

Loss: 0.3744
Accuracy: 0.9135

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: 8
eval_batch_size: 8
seed: 42
optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.8922	1.0	112	0.7328	0.6762
0.6627	2.0	224	0.5096	0.8571
0.4040	3.0	336	0.4579	0.8762

Framework versions

Transformers 5.6.2
Pytorch 2.11.0+cu130
Datasets 4.8.4
Tokenizers 0.22.2

saisriram003/custom-distilbert-poem-sentiment-v1

custom-distilbert-poem-sentiment-v1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

saisriram003/
custom-distilbert-poem-sentiment-v1