Videomae Base Finetuned Signlanguage 3

--- library_name: transformers license: cc-by-nc-4.0 base_model: MCG-NJU/videomae-base tags: - generated_from_trainer metrics: - accuracy model-index: - name: videomae-base-finetuned-signlanguage-3 results: [] --- <!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. --> # videomae-base-finetuned-signlanguage-3 This model is a fine-tuned version of [MCG-NJU/videomae-base](https://huggingface.co/MCG-NJU/videomae-base) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 1.5381 - Accuracy: 0.6667 ## 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: 1e-05 - train_batch_size: 32 - eval_batch_size: 32 - seed: 42 - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments - lr_scheduler_type: linear - lr_scheduler_warmup_ratio: 0.1 - training_steps: 7200 ### Training results | Training Loss | Epoch | Step | Validation Loss | Accuracy | |:-------------:|:-------:|:----:|:---------------:|:--------:| | 4.2866 | 0.0043 | 31 | 4.2592 | 0.0134 | | 4.2806 | 1.0043 | 62 | 4.2450 | 0.0134 | | 4.2427 | 2.0043 | 93 | 4.2292 | 0.0134 | | 4.2279 | 3.0043 | 124 | 4.2225 | 0.0268 | | 4.2165 | 4.0043 | 155 | 4.2176 | 0.0201 | | 4.225 | 5.0043 | 186 | 4.2126 | 0.0268 | | 4.2079 | 6.0043 | 217 | 4.2061 | 0.0134 | | 4.2043 | 7.0043 | 248 | 4.2039 | 0.0134 | | 4.1945 | 8.0043 | 279 | 4.1983 | 0.0201 | | 4.1946 | 9.0043 | 310 | 4.1962 | 0.0134 | | 4.1777 | 10.0043 | 341 | 4.1923 | 0.0268 | | 4.1941 | 11.0043 | 372 | 4.1824 | 0.0268 | | 4.1509 | 12.0043 | 403 | 4.1603 | 0.0201 | | 4.1308 | 13.0043 | 434 | 4.1267 | 0.0336 | | 4.0462 | 14.0043 | 465 | 4.0901 | 0.0336 | | 4.0389 | 15.0043 | 496 | 4.0516 | 0.0537 | | 3.9851 | 16.0043 | 527 | 4.0059 | 0.0604 | | 3.9384 | 17.0043 | 558 | 3.9735 | 0.0604 | | 3.8406 | 18.0043 | 589 | 3.9260 | 0.0671 | | 3.8223 | 19.0043 | 620 | 3.8081 | 0.1007 | | 3.7223 | 20.0043 | 651 | 3.8393 | 0.1275 | | 3.5692 | 21.0043 | 682 | 3.6683 | 0.0872 | | 3.4716 | 22.0043 | 713 | 3.6782 | 0.1544 |...

Source context: 3 downloads · 0 likes · Pipeline video-classification · Library transformers · Repo ihsanahakiim/videomae-base-finetuned-signlanguage-3