WillLoki/distilbert-base-uncased-lora-text-classification
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README.md
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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: []
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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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| 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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### 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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runs/Feb21_15-29-02_cde6f636587a/events.out.tfevents.1740151744.cde6f636587a.2156.7
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size 4184
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tokenizer_config.json
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{
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"add_prefix_space": true,
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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training_args.bin
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