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roberta-base_adalora_lr5e-05_bs4_epoch5_wd0.01 – AI Model by jysssacc | AlphaNeural AI
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roberta-base_adalora_lr5e-05_bs4_epoch5_wd0.01
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peft
safetensors
generated_from_trainer
FacebookAI/roberta-base
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mit
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roberta-base_adalora_lr5e-05_bs4_epoch5_wd0.01
This model is a fine-tuned version of
roberta-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 5.1488
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: 5e-05
train_batch_size: 4
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
20.99
1.0
157
22.9531
19.5934
2.0
314
20.4860
16.0914
3.0
471
8.2845
6.2729
4.0
628
5.5345
5.4464
5.0
785
5.1488
Framework versions
PEFT 0.7.1
Transformers 4.36.2
Pytorch 2.0.1
Datasets 2.16.1
Tokenizers 0.15.0
