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README.md ADDED
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+ ---
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+ license: mit
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+ base_model: BigTMiami/amazon_pretraining_5M_model_corrected
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: dapt_plus_tapt_helpfulness_base_pretraining_model
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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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+ # dapt_plus_tapt_helpfulness_base_pretraining_model
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+
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+ This model is a fine-tuned version of [BigTMiami/amazon_pretraining_5M_model_corrected](https://huggingface.co/BigTMiami/amazon_pretraining_5M_model_corrected) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.4446
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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: 0.0001
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+ - train_batch_size: 21
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+ - eval_batch_size: 21
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+ - seed: 42
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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 42
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+ - optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06
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+ - lr_scheduler_type: linear
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+ - num_epochs: 100
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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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+ | 1.6784 | 1.0 | 232 | 1.5304 |
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+ | 1.6014 | 2.0 | 465 | 1.5186 |
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+ | 1.5847 | 3.0 | 697 | 1.5100 |
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+ | 1.5492 | 4.0 | 930 | 1.4959 |
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+ | 1.5369 | 5.0 | 1162 | 1.5022 |
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+ | 1.5086 | 6.0 | 1395 | 1.4919 |
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+ | 1.4953 | 7.0 | 1627 | 1.4770 |
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+ | 1.4729 | 8.0 | 1860 | 1.4840 |
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+ | 1.4612 | 9.0 | 2092 | 1.4719 |
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+ | 1.4502 | 10.0 | 2325 | 1.4595 |
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+ | 1.436 | 11.0 | 2557 | 1.4670 |
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+ | 1.4178 | 12.0 | 2790 | 1.4709 |
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+ | 1.4055 | 13.0 | 3022 | 1.4514 |
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+ | 1.3951 | 14.0 | 3255 | 1.4595 |
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+ | 1.3848 | 15.0 | 3487 | 1.4585 |
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+ | 1.3678 | 16.0 | 3720 | 1.4752 |
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+ | 1.3659 | 17.0 | 3952 | 1.4636 |
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+ | 1.3523 | 18.0 | 4185 | 1.4515 |
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+ | 1.3443 | 19.0 | 4417 | 1.4609 |
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+ | 1.3285 | 20.0 | 4650 | 1.4590 |
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+ | 1.3283 | 21.0 | 4882 | 1.4595 |
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+ | 1.3109 | 22.0 | 5115 | 1.4490 |
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+ | 1.3111 | 23.0 | 5347 | 1.4457 |
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+ | 1.2964 | 24.0 | 5580 | 1.4543 |
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+ | 1.2945 | 25.0 | 5812 | 1.4500 |
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+ | 1.2792 | 26.0 | 6045 | 1.4537 |
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+ | 1.2741 | 27.0 | 6277 | 1.4428 |
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+ | 1.2603 | 28.0 | 6510 | 1.4508 |
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+ | 1.2609 | 29.0 | 6742 | 1.4473 |
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+ | 1.246 | 30.0 | 6975 | 1.4458 |
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+ | 1.2436 | 31.0 | 7207 | 1.4473 |
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+ | 1.2324 | 32.0 | 7440 | 1.4384 |
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+ | 1.2282 | 33.0 | 7672 | 1.4368 |
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+ | 1.2164 | 34.0 | 7905 | 1.4466 |
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+ | 1.2146 | 35.0 | 8137 | 1.4460 |
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+ | 1.2022 | 36.0 | 8370 | 1.4520 |
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+ | 1.1991 | 37.0 | 8602 | 1.4509 |
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+ | 1.191 | 38.0 | 8835 | 1.4412 |
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+ | 1.1909 | 39.0 | 9067 | 1.4449 |
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+ | 1.1777 | 40.0 | 9300 | 1.4521 |
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+ | 1.1762 | 41.0 | 9532 | 1.4582 |
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+ | 1.166 | 42.0 | 9765 | 1.4403 |
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+ | 1.1618 | 43.0 | 9997 | 1.4484 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.38.2
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+ - Pytorch 2.2.1+cu121
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+ - Datasets 2.18.0
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+ - Tokenizers 0.15.2
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