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# village_model

This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.0497

## 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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 50

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| No log        | 1.0   | 2    | 0.8601          |
| No log        | 2.0   | 4    | 0.6303          |
| No log        | 3.0   | 6    | 0.6093          |
| No log        | 4.0   | 8    | 1.1558          |
| No log        | 5.0   | 10   | 1.4105          |
| No log        | 6.0   | 12   | 1.2270          |
| No log        | 7.0   | 14   | 1.0186          |
| No log        | 8.0   | 16   | 0.8103          |
| No log        | 9.0   | 18   | 1.1208          |
| No log        | 10.0  | 20   | 1.2932          |
| No log        | 11.0  | 22   | 1.3319          |
| No log        | 12.0  | 24   | 1.2238          |
| No log        | 13.0  | 26   | 1.1376          |
| No log        | 14.0  | 28   | 1.2790          |
| No log        | 15.0  | 30   | 1.3755          |
| No log        | 16.0  | 32   | 1.3012          |
| No log        | 17.0  | 34   | 1.1688          |
| No log        | 18.0  | 36   | 1.1888          |
| No log        | 19.0  | 38   | 1.2464          |
| No log        | 20.0  | 40   | 1.2791          |
| No log        | 21.0  | 42   | 1.3723          |
| No log        | 22.0  | 44   | 1.3523          |
| No log        | 23.0  | 46   | 1.2353          |
| No log        | 24.0  | 48   | 1.2033          |
| No log        | 25.0  | 50   | 1.2052          |
| No log        | 26.0  | 52   | 1.1590          |
| No log        | 27.0  | 54   | 1.0899          |
| No log        | 28.0  | 56   | 1.0942          |
| No log        | 29.0  | 58   | 1.2419          |
| No log        | 30.0  | 60   | 1.3191          |
| No log        | 31.0  | 62   | 1.3171          |
| No log        | 32.0  | 64   | 1.2407          |
| No log        | 33.0  | 66   | 1.1027          |
| No log        | 34.0  | 68   | 0.9552          |
| No log        | 35.0  | 70   | 0.8614          |
| No log        | 36.0  | 72   | 0.7843          |
| No log        | 37.0  | 74   | 0.7584          |
| No log        | 38.0  | 76   | 0.8167          |
| No log        | 39.0  | 78   | 0.8653          |
| No log        | 40.0  | 80   | 0.9118          |
| No log        | 41.0  | 82   | 0.9450          |
| No log        | 42.0  | 84   | 0.9677          |
| No log        | 43.0  | 86   | 0.9923          |
| No log        | 44.0  | 88   | 1.0085          |
| No log        | 45.0  | 90   | 1.0226          |
| No log        | 46.0  | 92   | 1.0362          |
| No log        | 47.0  | 94   | 1.0430          |
| No log        | 48.0  | 96   | 1.0454          |
| No log        | 49.0  | 98   | 1.0465          |
| No log        | 50.0  | 100  | 1.0497          |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.1+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0

{"tags": ["generated_from_trainer"], "model-index": [{"name": "village_model", "results": []}]}
transformers tensorboard safetensors distilbert question-answering generated_from_trainer endpoints_compatible region:us