Training in progress epoch 0
Browse files- README.md +17 -14
- config.json +1 -1
- tf_model.h5 +1 -1
- tokenizer.json +0 -0
- tokenizer_config.json +1 -1
README.md
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---
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license: apache-2.0
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base_model: distilroberta-base
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tags:
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This model is a fine-tuned version of [distilroberta-base](https://huggingface.co/distilroberta-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 0.
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile':
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- training_precision: float32
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### Training results
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| Train Loss | Validation Loss |
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| 0.
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| 0.1732 | 0.1821 | 0.941 | 1 |
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| 0.1337 | 0.1703 | 0.942 | 2 |
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### Framework versions
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- Transformers 4.
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- TensorFlow 2.
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- Datasets
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- Tokenizers 0.
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---
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library_name: transformers
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license: apache-2.0
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base_model: distilroberta-base
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tags:
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This model is a fine-tuned version of [distilroberta-base](https://huggingface.co/distilroberta-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 0.4750
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- Train Accuracy: 0.9315
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- Validation Loss: 0.2028
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- Validation Accuracy: 0.9315
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- Train Precision: 0.9325
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- Train Recall: 0.9315
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- Train F1: 0.9312
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- Epoch: 0
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 5000, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, '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 | Train Accuracy | Validation Loss | Validation Accuracy | Train Precision | Train Recall | Train F1 | Epoch |
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|:----------:|:--------------:|:---------------:|:-------------------:|:---------------:|:------------:|:--------:|:-----:|
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| 0.4750 | 0.9315 | 0.2028 | 0.9315 | 0.9325 | 0.9315 | 0.9312 | 0 |
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### Framework versions
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- Transformers 4.46.2
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- TensorFlow 2.17.1
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- Datasets 3.1.0
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- Tokenizers 0.20.3
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config.json
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"num_hidden_layers": 6,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"transformers_version": "4.
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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"num_hidden_layers": 6,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"transformers_version": "4.46.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 328641624
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version https://git-lfs.github.com/spec/v1
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oid sha256:021287e96ab47c0c6e58940c9482849b01eec13a46f8399c3bcb7dbcd9f0376e
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size 328641624
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tokenizer.json
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tokenizer_config.json
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces":
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": false,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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