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output_dir – AI Model by pabloma09 | AlphaNeural AI
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output_dir
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peft
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microsoft/phi-2
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output_dir
This model is a fine-tuned version of
microsoft/phi-2
on the SAMSUM (summarization) dataset. It achieves the following results on the evaluation set:
Loss: 1.8001
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: 0.0001
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.05
num_epochs: 2
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
1.8411
0.4
368
1.8439
1.6179
0.8
736
1.8187
1.5641
1.2
1104
1.8084
2.2357
1.6
1472
1.8017
1.388
2.0
1840
1.8001
Framework versions
PEFT 0.9.0
Transformers 4.38.2
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2
