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WillLoki/distilbert-base-uncased-lora-text-classification

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README.md CHANGED
@@ -4,8 +4,6 @@ license: apache-2.0
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  base_model: distilbert-base-uncased
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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: distilbert-base-uncased-lora-text-classification
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  results: []
@@ -17,9 +15,6 @@ should probably proofread and complete it, then remove this comment. -->
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  # distilbert-base-uncased-lora-text-classification
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
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- It achieves the following results on the evaluation set:
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- - Loss: 0.9932
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- - Accuracy: {'accuracy': 0.886}
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  ## Model description
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  - lr_scheduler_type: linear
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  - num_epochs: 10
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- ### Training results
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-
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- | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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- |:-------------:|:-----:|:----:|:---------------:|:-------------------:|
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- | No log | 1.0 | 250 | 0.3395 | {'accuracy': 0.879} |
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- | 0.4101 | 2.0 | 500 | 0.5622 | {'accuracy': 0.846} |
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- | 0.4101 | 3.0 | 750 | 0.5114 | {'accuracy': 0.884} |
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- | 0.1201 | 4.0 | 1000 | 0.8132 | {'accuracy': 0.878} |
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- | 0.1201 | 5.0 | 1250 | 0.8462 | {'accuracy': 0.879} |
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- | 0.0311 | 6.0 | 1500 | 0.7670 | {'accuracy': 0.883} |
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- | 0.0311 | 7.0 | 1750 | 0.8723 | {'accuracy': 0.893} |
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- | 0.0145 | 8.0 | 2000 | 0.9846 | {'accuracy': 0.881} |
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- | 0.0145 | 9.0 | 2250 | 0.9984 | {'accuracy': 0.883} |
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- | 0.0012 | 10.0 | 2500 | 0.9932 | {'accuracy': 0.886} |
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-
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-
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  ### Framework versions
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  - PEFT 0.14.0
 
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  base_model: distilbert-base-uncased
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  tags:
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  - generated_from_trainer
 
 
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  model-index:
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  - name: distilbert-base-uncased-lora-text-classification
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  results: []
 
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  # distilbert-base-uncased-lora-text-classification
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
 
 
 
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  ## Model description
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  - lr_scheduler_type: linear
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  - num_epochs: 10
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  ### Framework versions
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  - PEFT 0.14.0
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