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LexFerrinson
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FirulaiModel

Token Classification
Transformers
TensorFlow
distilbert
generated_from_keras_callback
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LexFerrinson commited on
Commit
b485416
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1 Parent(s): 85649a2

Training in progress epoch 0

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Files changed (3) hide show
  1. README.md +7 -7
  2. config.json +5 -3
  3. tf_model.h5 +2 -2
README.md CHANGED
@@ -15,12 +15,12 @@ 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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- - Train Loss: 0.7812
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- - Validation Loss: 0.6761
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- - Train Precision: 0.0
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- - Train Recall: 0.0
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- - Train F1: 0.0
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- - Train Accuracy: 0.5714
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  - Epoch: 0
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  ## Model description
@@ -47,7 +47,7 @@ The following hyperparameters were used during training:
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  | Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
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  |:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
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- | 0.7812 | 0.6761 | 0.0 | 0.0 | 0.0 | 0.5714 | 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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+ - Train Loss: 1.1023
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+ - Validation Loss: 0.9623
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+ - Train Precision: 0.25
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+ - Train Recall: 0.5
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+ - Train F1: 0.3333
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+ - Train Accuracy: 0.7143
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  - Epoch: 0
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  ## Model description
 
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  | Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
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  |:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
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+ | 1.1023 | 0.9623 | 0.25 | 0.5 | 0.3333 | 0.7143 | 0 |
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  ### Framework versions
config.json CHANGED
@@ -10,12 +10,14 @@
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  "hidden_dim": 3072,
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  "id2label": {
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  "0": "O",
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- "1": "Technology"
 
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  },
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  "initializer_range": 0.02,
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  "label2id": {
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- "O": 0,
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- "Technology": 1
 
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  },
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  "max_position_embeddings": 512,
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  "model_type": "distilbert",
 
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  "hidden_dim": 3072,
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  "id2label": {
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  "0": "O",
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+ "1": "B-technology",
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+ "2": "I-technology"
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  },
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  "initializer_range": 0.02,
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  "label2id": {
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+ "B-technology": 1,
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+ "I-technology": 2,
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+ "O": 0
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  },
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  "max_position_embeddings": 512,
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  "model_type": "distilbert",
tf_model.h5 CHANGED
@@ -1,3 +1,3 @@
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