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# TinyLlama-de-stage3-dr-v1.0

This model is a fine-tuned version of [olemeyer/TinyLlama-de-stage3-v0.6](https://huggingface.co/olemeyer/TinyLlama-de-stage3-v0.6) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2203

## 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: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 32
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 50
- num_epochs: 3

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 0.3181        | 0.4   | 50   | 0.2922          |
| 0.2778        | 0.8   | 100  | 0.2748          |
| 0.1822        | 1.2   | 150  | 0.2577          |
| 0.1272        | 1.6   | 200  | 0.2417          |
| 0.131         | 2.0   | 250  | 0.2156          |
| 0.0799        | 2.4   | 300  | 0.2168          |
| 0.0722        | 2.8   | 350  | 0.2203          |


### Framework versions

- Transformers 4.34.1
- Pytorch 1.14.0a0+44dac51
- Datasets 2.14.7
- Tokenizers 0.14.1

{"tags": ["generated_from_trainer"], "base_model": "olemeyer/TinyLlama-de-stage3-v0.6", "model-index": [{"name": "TinyLlama-de-stage3-dr-v1.0", "results": []}]}
transformers pytorch llama text-generation generated_from_trainer base_model:olemeyer/TinyLlama-de-stage3-v0.6 autotrain_compatible endpoints_compatible text-generation-inference region:us