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roberta-IMDB-lora

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metadata
library_name: peft
license: mit
base_model: FacebookAI/roberta-base
tags:
  - generated_from_trainer
model-index:
  - name: results_lora_qkv
    results: []

results_lora_qkv

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

  • Loss: 0.2363

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-05
  • train_batch_size: 64
  • eval_batch_size: 64
  • 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
No log 1.0 391 0.2620
0.4142 2.0 782 0.2439
0.268 3.0 1173 0.2409
0.2539 4.0 1564 0.2389
0.2539 5.0 1955 0.2363

Framework versions

  • PEFT 0.13.2
  • Transformers 4.45.2
  • Pytorch 2.5.0+cu124
  • Datasets 3.0.1
  • Tokenizers 0.20.1