Model save
Browse files- README.md +67 -0
- generation_config.json +12 -0
- model.safetensors +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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metrics:
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- wer
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model-index:
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- name: bart-kurd-spell-base
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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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# bart-kurd-spell-base
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This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1942
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- Cer: 1.5546
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- Wer: 8.3598
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- Gen Len: 12.6935
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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: 256
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- eval_batch_size: 256
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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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- num_epochs: 10.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Cer | Wer | Gen Len |
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|:-------------:|:-----:|:------:|:---------------:|:------:|:-------:|:-------:|
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| 0.4548 | 1.54 | 20000 | 0.4117 | 2.8856 | 13.6181 | 12.7807 |
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| 0.2723 | 3.07 | 40000 | 0.2736 | 2.1004 | 10.5883 | 12.6808 |
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| 0.2246 | 4.61 | 60000 | 0.2303 | 1.8035 | 9.4897 | 12.7048 |
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| 0.1812 | 6.14 | 80000 | 0.2122 | 1.6804 | 8.9349 | 12.6937 |
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| 0.1693 | 7.68 | 100000 | 0.2001 | 1.589 | 8.5464 | 12.7045 |
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| 0.1498 | 9.22 | 120000 | 0.1942 | 1.5546 | 8.3598 | 12.6935 |
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### Framework versions
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- Transformers 4.34.0.dev0
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- Pytorch 1.13.1
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- Datasets 2.14.5
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- Tokenizers 0.13.3
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generation_config.json
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{
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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": "4.34.0.dev0"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
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size 557912620
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version https://git-lfs.github.com/spec/v1
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size 557912620
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