Training in progress, step 500
Browse files- README.md +85 -0
- generation_config.json +13 -0
- pytorch_model.bin +1 -1
README.md
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---
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license: apache-2.0
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base_model: facebook/bart-base
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tags:
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- generated_from_trainer
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model-index:
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- name: pubmed-abs-noise-02
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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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# pubmed-abs-noise-02
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This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3305
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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: 16
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- eval_batch_size: 16
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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_steps: 10
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- num_epochs: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 0.5324 | 0.11 | 500 | 0.4918 |
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| 0.4891 | 0.21 | 1000 | 0.4361 |
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| 0.4725 | 0.32 | 1500 | 0.4166 |
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| 0.5121 | 0.43 | 2000 | 0.4054 |
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| 0.4325 | 0.54 | 2500 | 0.3945 |
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| 0.4185 | 0.64 | 3000 | 0.3897 |
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| 0.4125 | 0.75 | 3500 | 0.3782 |
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| 0.3891 | 0.86 | 4000 | 0.3704 |
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| 0.3846 | 0.96 | 4500 | 0.3627 |
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| 0.3211 | 1.07 | 5000 | 0.3664 |
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| 0.3084 | 1.18 | 5500 | 0.3548 |
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| 0.3552 | 1.28 | 6000 | 0.3543 |
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| 0.3409 | 1.39 | 6500 | 0.3513 |
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| 0.3258 | 1.5 | 7000 | 0.3520 |
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| 0.3635 | 1.61 | 7500 | 0.3515 |
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| 0.2881 | 1.71 | 8000 | 0.3420 |
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| 0.3454 | 1.82 | 8500 | 0.3428 |
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| 0.3194 | 1.93 | 9000 | 0.3391 |
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| 0.3092 | 2.03 | 9500 | 0.3426 |
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| 0.2572 | 2.14 | 10000 | 0.3448 |
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| 0.2803 | 2.25 | 10500 | 0.3403 |
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| 0.2375 | 2.35 | 11000 | 0.3367 |
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| 0.2657 | 2.46 | 11500 | 0.3361 |
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| 0.2782 | 2.57 | 12000 | 0.3325 |
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| 0.2713 | 2.68 | 12500 | 0.3308 |
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| 0.2386 | 2.78 | 13000 | 0.3317 |
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| 0.2428 | 2.89 | 13500 | 0.3318 |
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| 0.2702 | 3.0 | 14000 | 0.3305 |
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### Framework versions
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- Transformers 4.34.1
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- Pytorch 2.1.0
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- Datasets 2.14.7
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- Tokenizers 0.14.1
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 0,
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"decoder_start_token_id": 2,
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"early_stopping": true,
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"eos_token_id": 2,
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"forced_bos_token_id": 0,
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"forced_eos_token_id": 2,
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"no_repeat_ngram_size": 3,
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"num_beams": 4,
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"pad_token_id": 1,
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"transformers_version": "4.34.1"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 557971674
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version https://git-lfs.github.com/spec/v1
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oid sha256:64af848ec04d425f2964d0fc36f4f24e132355cd6341095ab2eb0d6e78bc0e6c
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size 557971674
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