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facebook-dinov2-base-finetuned-orchid – AI Model by Karan007 | AlphaNeural AI
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Karan007
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facebook-dinov2-base-finetuned-orchid
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transformers
tensorboard
safetensors
dinov2
image-classification
generated_from_trainer
facebook/dinov2-base
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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facebook-dinov2-base-finetuned-orchid
This model is a fine-tuned version of
facebook/dinov2-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.1394
Accuracy: 0.9473
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: 12
eval_batch_size: 12
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 48
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.7807
1.0
214
0.7791
0.6638
0.559
2.0
428
0.5220
0.7882
0.4013
3.0
642
0.3338
0.8596
0.2566
4.0
856
0.2701
0.8957
0.1576
4.9801
1065
0.1394
0.9473
Framework versions
Transformers 4.50.0
Pytorch 2.6.0+cu124
Datasets 4.0.0
Tokenizers 0.21.1
