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Venkatesh4342
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distilbert-helpdesk-sentiment

Text Classification
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distilbert
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  1. README.md +12 -8
  2. model.safetensors +1 -1
  3. runs/Jun02_12-33-32_9b385fcb7ff3/events.out.tfevents.1717331612.9b385fcb7ff3.496.0 +2 -2
README.md CHANGED
@@ -18,9 +18,9 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.0038
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- - Accuracy: 1.0
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- - F1: 1.0
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  ## Model description
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@@ -45,14 +45,18 @@ The following hyperparameters were used during training:
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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: 4
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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- |:-------------:|:------:|:----:|:---------------:|:--------:|:---:|
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- | No log | 1.6129 | 100 | 0.0080 | 1.0 | 1.0 |
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- | No log | 3.2258 | 200 | 0.0038 | 1.0 | 1.0 |
 
 
 
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.2184
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+ - Accuracy: 0.9444
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+ - F1: 0.9438
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  ## Model description
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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: 6
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  ### Training results
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+ | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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+ |:-------------:|:------:|:----:|:---------------:|:--------:|:------:|
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+ | No log | 0.8850 | 100 | 0.3924 | 0.8333 | 0.8306 |
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+ | No log | 1.7699 | 200 | 0.2473 | 0.9111 | 0.9099 |
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+ | No log | 2.6549 | 300 | 0.2417 | 0.9 | 0.8965 |
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+ | No log | 3.5398 | 400 | 0.1576 | 0.9556 | 0.9552 |
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+ | 0.3432 | 4.4248 | 500 | 0.1598 | 0.9556 | 0.9552 |
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+ | 0.3432 | 5.3097 | 600 | 0.2184 | 0.9444 | 0.9438 |
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  ### Framework versions
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