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End of training

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  1. README.md +62 -0
  2. model.safetensors +1 -1
README.md ADDED
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+ ---
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+ base_model: mdraw/german-news-sentiment-bert
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: german-party-sentiment-bert-111-synonyms
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # german-party-sentiment-bert-111-synonyms
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+
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+ This model is a fine-tuned version of [mdraw/german-news-sentiment-bert](https://huggingface.co/mdraw/german-news-sentiment-bert) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.0635
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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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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+ - learning_rate: 8e-06
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+ - train_batch_size: 20
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+ - eval_batch_size: 32
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 120
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+ - num_epochs: 7
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 1.2178 | 1.0 | 25 | 1.1090 |
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+ | 1.1258 | 2.0 | 50 | 1.0695 |
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+ | 1.1258 | 3.0 | 75 | 1.0635 |
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+ | 1.0362 | 4.0 | 100 | 1.0968 |
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+ | 1.0362 | 5.0 | 125 | 1.1286 |
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+ | 0.9433 | 6.0 | 150 | 1.1412 |
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+ | 0.9433 | 7.0 | 175 | 1.1431 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.37.1
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+ - Pytorch 2.1.2+cu118
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+ - Tokenizers 0.15.1
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