Commit
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badd8d7
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Parent(s):
08a576a
Training in progress epoch 0
Browse files- .gitignore +1 -0
- README.md +54 -0
- config.json +24 -0
- runs/Feb13_22-50-23_Janniss-MBP/1676325028.7793531/events.out.tfevents.1676325028.Janniss-MBP.1424.1 +3 -0
- runs/Feb13_22-50-23_Janniss-MBP/events.out.tfevents.1676325028.Janniss-MBP.1424.0 +3 -0
- runs/Feb13_23-10-00_Janniss-MBP/1676326204.277919/events.out.tfevents.1676326204.Janniss-MBP.1424.3 +3 -0
- runs/Feb13_23-10-00_Janniss-MBP/events.out.tfevents.1676326204.Janniss-MBP.1424.2 +3 -0
- runs/Feb13_23-20-26_Janniss-MBP/1676326830.769512/events.out.tfevents.1676326830.Janniss-MBP.1776.1 +3 -0
- runs/Feb13_23-20-26_Janniss-MBP/events.out.tfevents.1676326830.Janniss-MBP.1776.0 +3 -0
- runs/Feb13_23-25-18_Janniss-MBP/1676327122.33038/events.out.tfevents.1676327122.Janniss-MBP.1776.3 +3 -0
- runs/Feb13_23-25-18_Janniss-MBP/events.out.tfevents.1676327122.Janniss-MBP.1776.2 +3 -0
- runs/Feb13_23-28-50_Janniss-MBP/1676327335.582318/events.out.tfevents.1676327335.Janniss-MBP.1776.5 +3 -0
- runs/Feb13_23-28-50_Janniss-MBP/events.out.tfevents.1676327335.Janniss-MBP.1776.4 +3 -0
- runs/Feb14_08-49-59_Janniss-MBP/1676361003.275512/events.out.tfevents.1676361003.Janniss-MBP.10037.1 +3 -0
- runs/Feb14_08-49-59_Janniss-MBP/events.out.tfevents.1676361003.Janniss-MBP.10037.0 +3 -0
- special_tokens_map.json +7 -0
- tf_model.h5 +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +14 -0
- vocab.txt +0 -0
.gitignore
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checkpoint-*/
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README.md
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---
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license: apache-2.0
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tags:
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- generated_from_keras_callback
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model-index:
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- name: whathefish/my_awesome_model
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results: []
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---
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<!-- This model card has been generated automatically according to the information Keras had access to. You should
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probably proofread and complete it, then remove this comment. -->
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# whathefish/my_awesome_model
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This model is a fine-tuned version of [distilbert-base-german-cased](https://huggingface.co/distilbert-base-german-cased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 0.5923
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- Validation Loss: 0.5516
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- Train Accuracy: 0.7467
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- Epoch: 0
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'Adam', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 215, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
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- training_precision: float32
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### Training results
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| Train Loss | Validation Loss | Train Accuracy | Epoch |
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|:----------:|:---------------:|:--------------:|:-----:|
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| 0.5923 | 0.5516 | 0.7467 | 0 |
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### Framework versions
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- Transformers 4.26.1
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- TensorFlow 2.9.0
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- Datasets 2.9.0
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- Tokenizers 0.13.2
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config.json
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{
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"_name_or_path": "distilbert-base-german-cased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"initializer_range": 0.02,
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"output_past": true,
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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": true,
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"tie_weights_": true,
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"transformers_version": "4.26.1",
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"vocab_size": 31102
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}
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tf_model.h5
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tokenizer.json
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tokenizer_config.json
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vocab.txt
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