Amit7Singh
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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
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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-base-ssbd-trim-yolo
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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-base-ssbd-trim-yolo
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This model is a fine-tuned version of [MCG-NJU/videomae-base](https://huggingface.co/MCG-NJU/videomae-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3670
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- Accuracy: 0.7949
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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: 0.1
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- training_steps: 630
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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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| 0.9077 | 0.0683 | 43 | 1.1114 | 0.5278 |
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| 1.0662 | 1.0683 | 86 | 1.4397 | 0.25 |
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| 0.7166 | 2.0683 | 129 | 1.1111 | 0.5556 |
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| 0.5385 | 3.0683 | 172 | 1.4677 | 0.6111 |
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| 0.5025 | 4.0683 | 215 | 1.3852 | 0.6667 |
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| 0.8695 | 5.0683 | 258 | 0.8738 | 0.8056 |
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| 0.5152 | 6.0683 | 301 | 1.6813 | 0.6944 |
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| 0.1175 | 7.0683 | 344 | 1.2260 | 0.8333 |
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| 0.5459 | 8.0683 | 387 | 1.5197 | 0.75 |
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| 0.0563 | 9.0683 | 430 | 1.8295 | 0.7222 |
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| 0.2366 | 10.0683 | 473 | 1.2773 | 0.7778 |
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| 0.0009 | 11.0683 | 516 | 1.4973 | 0.7778 |
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| 0.143 | 12.0683 | 559 | 1.5192 | 0.7778 |
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| 0.0016 | 13.0683 | 602 | 1.8634 | 0.7222 |
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| 0.0185 | 14.0444 | 630 | 1.8943 | 0.7222 |
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### Framework versions
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- Transformers 4.40.1
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- Pytorch 2.2.1+cu121
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- Datasets 2.19.0
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- Tokenizers 0.19.1
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model.safetensors
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runs/Apr24_19-09-46_e0d26c525230/events.out.tfevents.1713987155.e0d26c525230.685.1
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size 411
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