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Timesformer_BdSLW60 – AI Model by Shawon16 | AlphaNeural AI
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Shawon16
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Timesformer_BdSLW60
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transformers
safetensors
timesformer
video-classification
generated_from_trainer
facebook/timesformer-base-finetuned-k400
finetune
cc-by-nc-4.0
endpoints_compatible
us
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Timesformer_BdSLW60
This model is a fine-tuned version of
facebook/timesformer-base-finetuned-k400
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.9056
Accuracy: 0.7750
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: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
training_steps: 2190
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.3419
0.4005
877
1.5632
0.5540
0.1291
1.4005
1754
1.2778
0.6516
0.183
2.1991
2190
1.3431
0.6296
Framework versions
Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 2.19.2
Tokenizers 0.19.1
