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627_roberta-large_IA3_lr5e-05_bs4_epoch5_wd0.01 – AI Model by jysssacc | AlphaNeural AI
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627_roberta-large_IA3_lr5e-05_bs4_epoch5_wd0.01
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peft
safetensors
generated_from_trainer
FacebookAI/roberta-large
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627_roberta-large_IA3_lr5e-05_bs4_epoch5_wd0.01
This model is a fine-tuned version of
roberta-large
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 11.8772
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: 4
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
18.984
1.0
157
22.4601
17.7052
2.0
314
20.5099
16.2947
3.0
471
16.9624
12.1176
4.0
628
13.1113
10.6756
5.0
785
11.8772
Framework versions
PEFT 0.7.1
Transformers 4.36.2
Pytorch 2.0.1
Datasets 2.16.1
Tokenizers 0.15.0
