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  1. README.md +64 -0
  2. fingerprint.pb +3 -0
  3. keras_metadata.pb +3 -0
  4. model.png +0 -0
  5. saved_model.pb +3 -0
README.md ADDED
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+ ---
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+ library_name: keras
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+ language:
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+ - en
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+ pipeline_tag: text-classification
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+ tags:
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+ - toxic
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+ - comment
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+ - toxic comment
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+ ---
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+
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+ ## Model description
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+
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+ This model used for text classification with toxic and non-toxic labels.
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+
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+ ## Intended uses & limitations
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+
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+ If you want to reuse model, try copy this
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+ ```
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+ from huggingface_hub import from_pretrained_keras
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+ reloaded_model = from_pretrained_keras('Johnesss/Toxic-Comment-Classification')
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+
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+ y_testing=reloaded_model.predict(x_testing,verbose=1,batch_size=32)
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+ test_df['Toxic']=['Not Toxic' if x<0.5 else 'Toxic' for x in y_testing]
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+ test_df[['comment_text','Toxic']].head(20)
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+ ```
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+
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+ | Hyperparameters | Value |
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+ | :-- | :-- |
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+ | name | Adam |
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+ | weight_decay | None |
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+ | clipnorm | None |
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+ | global_clipnorm | None |
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+ | clipvalue | None |
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+ | use_ema | False |
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+ | ema_momentum | 0.99 |
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+ | ema_overwrite_frequency | None |
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+ | jit_compile | False |
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+ | is_legacy_optimizer | False |
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+ | learning_rate | 0.0010000000474974513 |
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+ | beta_1 | 0.9 |
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+ | beta_2 | 0.999 |
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+ | epsilon | 1e-07 |
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+ | amsgrad | False |
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+ | training_precision | float32 |
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+
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+
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+ ## Model Plot
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+
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+ <details>
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+ <summary>View Model Plot</summary>
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+
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+ ![Model Image](./model.png)
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+
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+ </details>
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