keefezowie
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sa_distilBERT

Text Classification

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text-embeddings-inference

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sa_distilBERT

This model is a fine-tuned version of bhadresh-savani/distilbert-base-uncased-emotion on the emotion dataset.

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: 0.0
train_batch_size: 128
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	125	0.1740	0.927

Framework versions

Transformers 4.35.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.14.1

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Safetensors

Model size

67M params

Tensor type

F32

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Base model

bhadresh-savani/distilbert-base-uncased-emotion

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Dataset used to train keefezowie/sa_distilBERT