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dna_bert_6_kmers-finetuned
Mozart-coder/dna_bert_6_kmers-finetuned
dna_bert_6_kmers-finetuned is a fill-mask model from Mozart-coder. Use it when you need the model to fill a missing word. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Aug 13, 2022
- Updated
- Aug 13, 2022
- SHA
- 7ad5349b
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Model card
From the Hugging Face model README
<!-- 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. -->
dna_bert_6_kmers-finetuned
This model is a fine-tuned version of armheb/DNA_bert_6 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0034
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0296 | 1.0 | 250 | 0.0058 |
| 0.0025 | 2.0 | 500 | 0.0042 |
| 0.0017 | 3.0 | 750 | 0.0039 |
| 0.0014 | 4.0 | 1000 | 0.0034 |
| 0.0011 | 5.0 | 1250 | 0.0034 |
| 0.0009 | 6.0 | 1500 | 0.0034 |
| 0.0008 | 7.0 | 1750 | 0.0034 |
| 0.0007 | 8.0 | 2000 | 0.0035 |
| 0.0006 | 9.0 | 2250 | 0.0034 |
| 0.0007 | 10.0 | 2500 | 0.0034 |
Framework versions
- Transformers 4.21.1
- Pytorch 1.12.1+cu113
- Datasets 2.4.0
- Tokenizers 0.12.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- Created
- Aug 13, 2022
- Updated
- Aug 13, 2022