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UNetOscillatoryNeuron

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UNetOscillatoryNeuron
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README.md ADDED
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+ ---
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+ library_name: transformers
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: UNetOscillatoryNeuron
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+ results: []
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+ ---
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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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+
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+ # UNetOscillatoryNeuron
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+
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+ This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.0257
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 0.001
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: cosine
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+ - num_epochs: 50
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 0.7184 | 1.0 | 27 | 0.2405 |
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+ | 0.1433 | 2.0 | 54 | 0.1415 |
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+ | 0.0714 | 3.0 | 81 | 0.0670 |
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+ | 0.0523 | 4.0 | 108 | 0.0728 |
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+ | 0.0421 | 5.0 | 135 | 0.0372 |
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+ | 0.0388 | 6.0 | 162 | 0.0575 |
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+ | 0.0336 | 7.0 | 189 | 0.0436 |
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+ | 0.0303 | 8.0 | 216 | 0.0395 |
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+ | 0.0287 | 9.0 | 243 | 0.0378 |
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+ | 0.0264 | 10.0 | 270 | 0.0335 |
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+ | 0.0252 | 11.0 | 297 | 0.0367 |
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+ | 0.0241 | 12.0 | 324 | 0.0267 |
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+ | 0.0247 | 13.0 | 351 | 0.0350 |
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+ | 0.0241 | 14.0 | 378 | 0.0296 |
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+ | 0.0238 | 15.0 | 405 | 0.0262 |
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+ | 0.0217 | 16.0 | 432 | 0.0247 |
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+ | 0.0225 | 17.0 | 459 | 0.0287 |
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+ | 0.0201 | 18.0 | 486 | 0.0516 |
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+ | 0.0193 | 19.0 | 513 | 0.0482 |
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+ | 0.0186 | 20.0 | 540 | 0.0254 |
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+ | 0.0193 | 21.0 | 567 | 0.0495 |
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+ | 0.0179 | 22.0 | 594 | 0.0360 |
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+ | 0.0173 | 23.0 | 621 | 0.0282 |
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+ | 0.0168 | 24.0 | 648 | 0.0311 |
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+ | 0.0162 | 25.0 | 675 | 0.0460 |
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+ | 0.0163 | 26.0 | 702 | 0.0351 |
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+ | 0.0158 | 27.0 | 729 | 0.0327 |
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+ | 0.0153 | 28.0 | 756 | 0.0283 |
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+ | 0.015 | 29.0 | 783 | 0.0319 |
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+ | 0.0145 | 30.0 | 810 | 0.0343 |
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+ | 0.0142 | 31.0 | 837 | 0.0404 |
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+ | 0.014 | 32.0 | 864 | 0.0361 |
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+ | 0.0139 | 33.0 | 891 | 0.0359 |
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+ | 0.0139 | 34.0 | 918 | 0.0307 |
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+ | 0.0135 | 35.0 | 945 | 0.0319 |
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+ | 0.0131 | 36.0 | 972 | 0.0294 |
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+ | 0.0129 | 37.0 | 999 | 0.0282 |
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+ | 0.0127 | 38.0 | 1026 | 0.0291 |
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+ | 0.0126 | 39.0 | 1053 | 0.0283 |
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+ | 0.0124 | 40.0 | 1080 | 0.0296 |
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+ | 0.0122 | 41.0 | 1107 | 0.0290 |
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+ | 0.0122 | 42.0 | 1134 | 0.0266 |
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+ | 0.0121 | 43.0 | 1161 | 0.0288 |
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+ | 0.0119 | 44.0 | 1188 | 0.0262 |
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+ | 0.0118 | 45.0 | 1215 | 0.0255 |
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+ | 0.0118 | 46.0 | 1242 | 0.0253 |
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+ | 0.0117 | 47.0 | 1269 | 0.0259 |
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+ | 0.0117 | 48.0 | 1296 | 0.0252 |
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+ | 0.0117 | 49.0 | 1323 | 0.0259 |
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+ | 0.0116 | 50.0 | 1350 | 0.0257 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.51.1
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+ - Pytorch 2.5.1+cu124
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+ - Datasets 3.5.0
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+ - Tokenizers 0.21.0
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