Commit
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88bbd8e
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Parent(s):
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End of training
Browse files- README.md +70 -0
- pytorch_model.bin +1 -1
README.md
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---
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base_model: apanc/russian-inappropriate-messages
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: dnd2
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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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# dnd2
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This model is a fine-tuned version of [apanc/russian-inappropriate-messages](https://huggingface.co/apanc/russian-inappropriate-messages) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1599
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- Accuracy: 0.9298
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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: 2e-06
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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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- num_epochs: 12
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 15 | 0.9829 | 0.6316 |
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| No log | 2.0 | 30 | 0.5511 | 0.7193 |
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| No log | 3.0 | 45 | 0.3689 | 0.8421 |
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| No log | 4.0 | 60 | 0.2890 | 0.9123 |
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| No log | 5.0 | 75 | 0.2439 | 0.8947 |
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| No log | 6.0 | 90 | 0.2130 | 0.8947 |
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| No log | 7.0 | 105 | 0.1932 | 0.8947 |
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| No log | 8.0 | 120 | 0.1789 | 0.9123 |
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| No log | 9.0 | 135 | 0.1702 | 0.9123 |
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| No log | 10.0 | 150 | 0.1643 | 0.9123 |
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| No log | 11.0 | 165 | 0.1610 | 0.9123 |
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| No log | 12.0 | 180 | 0.1599 | 0.9298 |
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### Framework versions
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- Transformers 4.32.1
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- Pytorch 2.3.0+cu121
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- Datasets 2.20.0
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- Tokenizers 0.13.2
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pytorch_model.bin
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 711488750
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version https://git-lfs.github.com/spec/v1
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oid sha256:917cf71f1c696c9e7af536c64dbc71d31b92702ea2b00cccc183ccbafec527b9
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size 711488750
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