Model save
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README.md
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---
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license: cc-by-nc-4.0
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base_model: MCG-NJU/videomae-base-finetuned-kinetics
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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: videomae-finetuned_40
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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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# videomae-finetuned_40
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This model is a fine-tuned version of [MCG-NJU/videomae-base-finetuned-kinetics](https://huggingface.co/MCG-NJU/videomae-base-finetuned-kinetics) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 5.6806
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- Accuracy: 0.4753
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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: 2
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- eval_batch_size: 2
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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: 0.2
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- training_steps: 52700
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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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| 0.6864 | 0.05 | 2635 | 3.6882 | 0.3937 |
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| 0.5651 | 1.05 | 5270 | 4.0977 | 0.4524 |
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| 0.4606 | 2.05 | 7905 | 4.5958 | 0.4149 |
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| 0.6425 | 3.05 | 10540 | 5.2244 | 0.4139 |
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| 0.7045 | 4.05 | 13175 | 4.6517 | 0.4482 |
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| 0.4105 | 5.05 | 15810 | 5.2383 | 0.4234 |
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| 0.4876 | 6.05 | 18445 | 5.2027 | 0.4252 |
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| 0.5886 | 7.05 | 21080 | 5.4343 | 0.3893 |
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| 0.2125 | 8.05 | 23715 | 5.8632 | 0.4322 |
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| 0.3111 | 9.05 | 26350 | 5.3468 | 0.4406 |
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| 0.3185 | 10.05 | 28985 | 5.5490 | 0.4500 |
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| 0.2399 | 11.05 | 31620 | 5.5484 | 0.4614 |
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| 0.201 | 12.05 | 34255 | 5.5056 | 0.4612 |
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| 0.1405 | 13.05 | 36890 | 5.6038 | 0.4612 |
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| 0.1989 | 14.05 | 39525 | 5.7589 | 0.4594 |
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| 0.1457 | 15.05 | 42160 | 5.8408 | 0.4644 |
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| 0.1133 | 16.05 | 44795 | 5.7189 | 0.4696 |
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| 0.0586 | 17.05 | 47430 | 5.6806 | 0.4753 |
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| 0.0339 | 18.05 | 50065 | 5.7528 | 0.4745 |
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| 0.0722 | 19.05 | 52700 | 5.7638 | 0.4751 |
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### Framework versions
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- Transformers 4.38.1
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- Pytorch 2.0.1+cu118
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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model.safetensors
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runs/Aug13_15-36-46_WIN-645TP8FEMLV/events.out.tfevents.1723531010.WIN-645TP8FEMLV.22720.0
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