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timesformer-base-finetuned-k400-finetuned-crema-d – AI Model by minhah | AlphaNeural AI
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timesformer-base-finetuned-k400-finetuned-crema-d
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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-base-finetuned-k400-finetuned-crema-d
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: 0.9485
Accuracy: 0.6120
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: 8
eval_batch_size: 8
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: 2976
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
1.0116
0.25
745
1.2479
0.5131
0.9527
1.25
1490
1.2328
0.5498
0.5409
2.25
2235
0.9364
0.6515
0.5551
3.25
2976
0.9392
0.6438
Framework versions
Transformers 4.38.2
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2
