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End of training
Browse files- README.md +64 -0
- model.safetensors +1 -1
README.md
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---
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license: cc-by-nc-4.0
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base_model: facebook/timesformer-base-finetuned-k400
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: timesformer-base-finetuned-k400-finetuned-ucf101-subset
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# timesformer-base-finetuned-k400-finetuned-ucf101-subset
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This model is a fine-tuned version of [facebook/timesformer-base-finetuned-k400](https://huggingface.co/facebook/timesformer-base-finetuned-k400) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4431
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- Accuracy: 0.8182
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 3
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- eval_batch_size: 3
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_ratio: 0.1
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- training_steps: 112
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 0.7586 | 0.26 | 29 | 0.9480 | 0.6364 |
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| 0.4057 | 1.26 | 58 | 1.0741 | 0.7273 |
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| 0.1479 | 2.26 | 87 | 0.4383 | 0.8182 |
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| 0.0165 | 3.22 | 112 | 0.4431 | 0.8182 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.17.1
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- Tokenizers 0.15.2
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 485075332
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version https://git-lfs.github.com/spec/v1
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size 485075332
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