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baseline_nli_xlmr_base_zero_shot – AI Model by jalaluddin94 | AlphaNeural AI

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jalaluddin94/
baseline_nli_xlmr_base_zero_shot

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0

text-classification

generated_from_trainer

FacebookAI/xlm-roberta-base

autotrain_compatible

endpoints_compatible

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baseline_nli_xlmr_base_zero_shot

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

eval_loss: 1.1086
eval_accuracy: 0.2918
eval_precision: 0.2918
eval_recall: 0.2918
eval_f1_score: 0.1318
eval_runtime: 44.4438
eval_samples_per_second: 49.433
eval_steps_per_second: 4.14
step: 0

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: 3e-06
train_batch_size: 12
eval_batch_size: 12
seed: 101
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 6

Framework versions

Transformers 4.32.1
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3