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vivit-b-16x2-kinetics400-finetuned-temp-original – AI Model by kkumtori | AlphaNeural AI
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kkumtori
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vivit-b-16x2-kinetics400-finetuned-temp-original
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transformers
tensorboard
safetensors
vivit
video-classification
generated_from_trainer
google/vivit-b-16x2-kinetics400
finetune
mit
endpoints_compatible
us
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vivit-b-16x2-kinetics400-finetuned-temp-original
This model is a fine-tuned version of
google/vivit-b-16x2-kinetics400
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.1267
Accuracy: 0.64
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: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
training_steps: 420
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
2.3132
0.25
105
2.3486
0.14
1.8975
1.25
210
1.6591
0.42
1.423
2.25
315
1.2563
0.58
0.456
3.25
420
1.1267
0.64
Framework versions
Transformers 4.40.1
Pytorch 2.2.1+cu121
Tokenizers 0.19.1
