fahad-ebrahim

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2024-05-14 17:45:20

/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.

2024-05-14 17:45:20

warnings.warn(

2024-05-14 17:45:20

Some weights of RobertaForSequenceClassification were not initialized from the model checkpoint at roberta-base and are newly initialized: ['classifier.dense.bias', 'classifier.dense.weight', 'classifier.out_proj.bias', 'classifier.out_proj.weight']

2024-05-14 17:45:20

You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.

2024-05-14 17:45:20

/usr/local/lib/python3.10/dist-packages/accelerate/accelerator.py:446: FutureWarning: Passing the following arguments to `Accelerator` is deprecated and will be removed in version 1.0 of Accelerate: dict_keys(['dispatch_batches', 'split_batches', 'even_batches', 'use_seedable_sampler']). Please pass an `accelerate.DataLoaderConfiguration` instead:

2024-05-14 17:45:20

dataloader_config = DataLoaderConfiguration(dispatch_batches=None, split_batches=False, even_batches=True, use_seedable_sampler=True)

2024-05-14 17:45:20

warnings.warn(

2024-05-14 17:51:25

TrainOutput(global_step=2000, training_loss=0.055962371207540856, metrics={'train_runtime': 364.1743, 'train_samples_per_second': 164.756, 'train_steps_per_second': 5.492, 'total_flos': 9028683484423344.0, 'train_loss': 0.055962371207540856, 'epoch': 200.0})

2024-05-14 17:51:25

{'name': 'NVIDIA GeForce RTX 4090', 'num:': 1, 'total_memory': 24564, 'total_used': 23774}

2024-05-14 17:51:25

Prediction Time

2024-05-14 17:51:25

1.105616569519043