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distilbert-base-cased-finetuned-topic-classification-title-abstract

Text Classification
Transformers
TensorFlow
distilbert
generated_from_keras_callback
Inference Endpoints
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justin13barrett commited on
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1 Parent(s): 5c017b0

Upload TFDistilBertForSequenceClassification

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  1. README.md +13 -13
  2. config.json +0 -0
  3. tf_model.h5 +2 -2
README.md CHANGED
@@ -15,9 +15,9 @@ probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [distilbert-base-cased](https://huggingface.co/distilbert-base-cased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Train Loss: 2.8565
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- - Validation Loss: 3.2441
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- - Train Accuracy: 0.4598
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  - Epoch: 9
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  ## Model description
@@ -44,16 +44,16 @@ The following hyperparameters were used during training:
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  | Train Loss | Validation Loss | Train Accuracy | Epoch |
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  |:----------:|:---------------:|:--------------:|:-----:|
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- | 5.2222 | 3.9668 | 0.3397 | 0 |
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- | 3.8730 | 3.5696 | 0.4003 | 1 |
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- | 3.5292 | 3.4159 | 0.4255 | 2 |
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- | 3.3343 | 3.3431 | 0.4383 | 3 |
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- | 3.1978 | 3.2940 | 0.4470 | 4 |
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- | 3.0928 | 3.2639 | 0.4521 | 5 |
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- | 3.0089 | 3.2509 | 0.4557 | 6 |
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- | 2.9438 | 3.2432 | 0.4578 | 7 |
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- | 2.8928 | 3.2416 | 0.4593 | 8 |
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- | 2.8565 | 3.2441 | 0.4598 | 9 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [distilbert-base-cased](https://huggingface.co/distilbert-base-cased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Train Loss: 2.8398
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+ - Validation Loss: 3.2378
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+ - Train Accuracy: 0.4618
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  - Epoch: 9
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  ## Model description
 
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  | Train Loss | Validation Loss | Train Accuracy | Epoch |
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  |:----------:|:---------------:|:--------------:|:-----:|
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+ | 5.1779 | 3.9338 | 0.3457 | 0 |
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+ | 3.8441 | 3.5523 | 0.4044 | 1 |
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+ | 3.5070 | 3.4169 | 0.4267 | 2 |
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+ | 3.3152 | 3.3286 | 0.4402 | 3 |
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+ | 3.1797 | 3.2789 | 0.4488 | 4 |
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+ | 3.0756 | 3.2612 | 0.4537 | 5 |
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+ | 2.9929 | 3.2459 | 0.4575 | 6 |
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+ | 2.9266 | 3.2380 | 0.4598 | 7 |
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+ | 2.8758 | 3.2390 | 0.4611 | 8 |
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+ | 2.8398 | 3.2378 | 0.4618 | 9 |
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  ### Framework versions
config.json CHANGED
The diff for this file is too large to render. See raw diff
 
tf_model.h5 CHANGED
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