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Training completed!

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  1. README.md +1 -30
  2. config.json +0 -1
  3. pytorch_model.bin +1 -1
  4. tokenizer.json +1 -6
  5. training_args.bin +1 -1
README.md CHANGED
@@ -5,24 +5,9 @@ tags:
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  - generated_from_trainer
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  datasets:
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  - clinc_oos
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- metrics:
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- - accuracy
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  model-index:
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  - name: distilbert-base-uncased-finetuned-clinc
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- results:
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- - task:
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- name: Text Classification
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- type: text-classification
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- dataset:
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- name: clinc_oos
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- type: clinc_oos
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- config: plus
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- split: validation
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- args: plus
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- metrics:
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- - name: Accuracy
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- type: accuracy
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- value: 0.9193548387096774
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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
@@ -31,9 +16,6 @@ should probably proofread and complete it, then remove this comment. -->
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  # distilbert-base-uncased-finetuned-clinc
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the clinc_oos dataset.
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- It achieves the following results on the evaluation set:
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- - Loss: 0.7726
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- - Accuracy: 0.9194
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  ## Model description
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@@ -60,17 +42,6 @@ The following hyperparameters were used during training:
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  - lr_scheduler_type: linear
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  - num_epochs: 5
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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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- | 4.293 | 1.0 | 318 | 3.2799 | 0.7239 |
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- | 2.6257 | 2.0 | 636 | 1.8719 | 0.8329 |
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- | 1.5473 | 3.0 | 954 | 1.1548 | 0.8939 |
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- | 1.0128 | 4.0 | 1272 | 0.8599 | 0.9126 |
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- | 0.7956 | 5.0 | 1590 | 0.7726 | 0.9194 |
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-
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-
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  ### Framework versions
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  - Transformers 4.34.1
 
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  - generated_from_trainer
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  datasets:
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  - clinc_oos
 
 
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  model-index:
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  - name: distilbert-base-uncased-finetuned-clinc
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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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  # distilbert-base-uncased-finetuned-clinc
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the clinc_oos dataset.
 
 
 
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  ## Model description
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  - lr_scheduler_type: linear
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  - num_epochs: 5
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  ### Framework versions
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  - Transformers 4.34.1
config.json CHANGED
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  "n_heads": 12,
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  "n_layers": 6,
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  "pad_token_id": 0,
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- "problem_type": "single_label_classification",
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  "qa_dropout": 0.1,
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  "seq_classif_dropout": 0.2,
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  "sinusoidal_pos_embds": false,
 
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  "n_heads": 12,
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  "n_layers": 6,
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  "pad_token_id": 0,
 
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  "qa_dropout": 0.1,
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  "seq_classif_dropout": 0.2,
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  "sinusoidal_pos_embds": false,
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