metadata

license: cc-by-nc-4.0
base_model: facebook/timesformer-base-finetuned-k400
tags:
  - generated_from_trainer
metrics:
  - accuracy
model-index:
  - name: timesformer-base-finetuned-k400-continual-lora-ucf101-til
    results: []

timesformer-base-finetuned-k400-continual-lora-ucf101-til

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: 1.4880
Accuracy: 0.8039

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
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
training_steps: 3768

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
2.0653	0.5	1885	2.1841	0.7262
1.5095	1.5	3768	1.4880	0.8039

Framework versions

Transformers 4.31.0
Pytorch 2.0.0+cu117
Datasets 2.14.4
Tokenizers 0.13.3