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--- |
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license: apache-2.0 |
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base_model: Rijgersberg/GEITje-7B-chat-v2 |
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tags: |
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- trl |
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- sft |
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- generated_from_trainer |
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model-index: |
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- name: AmsterdamDocClassificationGEITje200T1Epochs |
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results: [] |
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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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# AmsterdamDocClassificationGEITje200T1Epochs |
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This model is a fine-tuned version of [Rijgersberg/GEITje-7B-chat-v2](https://huggingface.co/Rijgersberg/GEITje-7B-chat-v2) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.5900 |
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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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- learning_rate: 1e-05 |
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- train_batch_size: 2 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- gradient_accumulation_steps: 8 |
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- total_train_batch_size: 16 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: cosine |
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- lr_scheduler_warmup_ratio: 0.1 |
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- num_epochs: 1 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:------:|:----:|:---------------:| |
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| 0.7654 | 0.1988 | 123 | 0.6893 | |
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| 0.664 | 0.3976 | 246 | 0.6342 | |
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| 0.3833 | 0.5964 | 369 | 0.6024 | |
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| 0.4401 | 0.7952 | 492 | 0.5907 | |
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| 0.6746 | 0.9939 | 615 | 0.5900 | |
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### Framework versions |
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- Transformers 4.41.1 |
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- Pytorch 2.3.0+cu121 |
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- Datasets 2.19.1 |
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- Tokenizers 0.19.1 |
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