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Text Classification
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bert
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text-embeddings-inference
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janedsa/updatedbertmodel

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Files changed (5) hide show
  1. README.md +10 -8
  2. config.json +1 -1
  3. model.safetensors +1 -1
  4. runs/Apr24_04-15-04_0997c0238de2/events.out.tfevents.1713932105.0997c0238de2.290.0 +3 -0
  5. training_args.bin +1 -1
README.md CHANGED
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  ---
 
 
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  tags:
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  - generated_from_trainer
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  metrics:
@@ -13,10 +15,10 @@ should probably proofread and complete it, then remove this comment. -->
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  # model
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- This model was trained from scratch on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.3793
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- - Accuracy: 0.9341
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  ## Model description
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@@ -47,11 +49,11 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | 0.3667 | 1.0 | 858 | 0.3561 | 0.8673 |
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- | 0.217 | 2.0 | 1716 | 0.3205 | 0.9042 |
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- | 0.16 | 3.0 | 2574 | 0.3807 | 0.9118 |
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- | 0.1173 | 4.0 | 3432 | 0.3677 | 0.9318 |
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- | 0.0944 | 5.0 | 4290 | 0.3793 | 0.9341 |
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  ### Framework versions
 
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  ---
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+ license: apache-2.0
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+ base_model: bert-base-uncased
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  tags:
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  - generated_from_trainer
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  metrics:
 
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  # model
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+ This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.3498
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+ - Accuracy: 0.8758
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 0.9959 | 1.0 | 858 | 0.7793 | 0.6508 |
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+ | 0.7446 | 2.0 | 1716 | 0.5835 | 0.7643 |
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+ | 0.5654 | 3.0 | 2574 | 0.4591 | 0.8218 |
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+ | 0.4543 | 4.0 | 3432 | 0.3731 | 0.8603 |
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+ | 0.3487 | 5.0 | 4290 | 0.3498 | 0.8758 |
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  ### Framework versions
config.json CHANGED
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  {
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- "_name_or_path": "/content/model/checkpoint-4290",
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  "architectures": [
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  "BertForSequenceClassification"
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  ],
 
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  {
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+ "_name_or_path": "bert-base-uncased",
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  "architectures": [
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  "BertForSequenceClassification"
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  ],
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