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# GEITje-7B-chat-v2

This model is a fine-tuned version of [Rijgersberg/GEITje-7B](https://huggingface.co/Rijgersberg/GEITje-7B) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.8011

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 5e-06
- train_batch_size: 2
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1

### Training results

| Training Loss | Epoch | Step  | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 0.7832        | 0.05  | 609   | 0.8844          |
| 0.6904        | 0.1   | 1218  | 0.8698          |
| 0.8195        | 0.15  | 1827  | 0.8583          |
| 0.7463        | 0.2   | 2436  | 0.8475          |
| 0.6739        | 0.25  | 3045  | 0.8395          |
| 0.7604        | 0.3   | 3654  | 0.8332          |
| 0.8024        | 0.35  | 4263  | 0.8261          |
| 0.6881        | 0.4   | 4872  | 0.8203          |
| 0.6466        | 0.45  | 5481  | 0.8167          |
| 0.7042        | 0.5   | 6090  | 0.8121          |
| 0.702         | 0.55  | 6699  | 0.8081          |
| 0.7255        | 0.6   | 7308  | 0.8054          |
| 0.7558        | 0.65  | 7917  | 0.8036          |
| 0.7587        | 0.7   | 8526  | 0.8022          |
| 0.9217        | 0.75  | 9135  | 0.8016          |
| 0.6938        | 0.8   | 9744  | 0.8011          |
| 0.6962        | 0.85  | 10353 | 0.8011          |
| 0.664         | 0.9   | 10962 | 0.8011          |
| 0.6544        | 0.95  | 11571 | 0.8011          |
| 0.6782        | 1.0   | 12180 | 0.8011          |


### Framework versions

- Transformers 4.36.0.dev0
- Pytorch 2.1.1+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "base_model": "Rijgersberg/GEITje-7B", "model-index": [{"name": "GEITje-7B-chat-v2", "results": []}]}
transformers safetensors mistral text-generation generated_from_trainer conversational base_model:Rijgersberg/GEITje-7B license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us