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# zephyr-7b-beta_multiple-choice

This model is a fine-tuned version of [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 3.3850
- Accuracy: 0.1209
- Sample: [{'correct_answer': 'a', 'prediction': 'i'}]
- Model Name: HuggingFaceH4/zephyr-7b-beta_multiple-choice
- Datetime: 2024-02-18T16:04:46.888140

## 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: 0.0002
- 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: constant
- num_epochs: 10
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy | Sample                                       | Model Name                                   | Datetime                   |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:--------------------------------------------:|:--------------------------------------------:|:--------------------------:|
| 3.5227        | 1.0   | 23   | 1.7735          | 0.2088   | [{'correct_answer': 'a', 'prediction': 'a'}] | HuggingFaceH4/zephyr-7b-beta_multiple-choice | 2024-02-18T16:01:06.445840 |
| 1.4962        | 2.0   | 46   | 1.5227          | 0.1538   | [{'correct_answer': 'c', 'prediction': 'a'}] | HuggingFaceH4/zephyr-7b-beta_multiple-choice | 2024-02-18T16:01:28.941241 |
| 1.3967        | 3.0   | 69   | 1.5777          | 0.1538   | [{'correct_answer': 'd', 'prediction': 'a'}] | HuggingFaceH4/zephyr-7b-beta_multiple-choice | 2024-02-18T16:01:51.300070 |
| 1.2376        | 4.0   | 92   | 1.7570          | 0.1538   | [{'correct_answer': 'a', 'prediction': 'd'}] | HuggingFaceH4/zephyr-7b-beta_multiple-choice | 2024-02-18T16:02:11.801684 |
| 1.1987        | 5.0   | 115  | 1.5750          | 0.1868   | [{'correct_answer': 'b', 'prediction': 'c'}] | HuggingFaceH4/zephyr-7b-beta_multiple-choice | 2024-02-18T16:02:35.176943 |
| 1.0638        | 6.0   | 138  | 1.9356          | 0.2418   | [{'correct_answer': 'b', 'prediction': 'd'}] | HuggingFaceH4/zephyr-7b-beta_multiple-choice | 2024-02-18T16:02:57.236987 |
| 1.0399        | 7.0   | 161  | 2.2005          | 0.1209   | [{'correct_answer': 'a', 'prediction': 'c'}] | HuggingFaceH4/zephyr-7b-beta_multiple-choice | 2024-02-18T16:03:45.473457 |
| 0.9964        | 8.0   | 184  | 3.2292          | 0.0879   | [{'correct_answer': 'a', 'prediction': 'b'}] | HuggingFaceH4/zephyr-7b-beta_multiple-choice | 2024-02-18T16:04:05.278475 |
| 1.0519        | 9.0   | 207  | 2.1865          | 0.1429   | [{'correct_answer': 'b', 'prediction': 'i'}] | HuggingFaceH4/zephyr-7b-beta_multiple-choice | 2024-02-18T16:04:27.487046 |
| 0.9726        | 10.0  | 230  | 3.3850          | 0.1209   | [{'correct_answer': 'a', 'prediction': 'i'}] | HuggingFaceH4/zephyr-7b-beta_multiple-choice | 2024-02-18T16:04:46.888140 |


### Framework versions

- PEFT 0.8.2
- Transformers 4.38.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.16.1
- Tokenizers 0.15.2
{"license": "mit", "library_name": "peft", "tags": ["trl", "sft", "generated_from_trainer"], "metrics": ["accuracy"], "base_model": "HuggingFaceH4/zephyr-7b-beta", "model-index": [{"name": "zephyr-7b-beta_multiple-choice", "results": []}]}
peft safetensors trl sft generated_from_trainer base_model:HuggingFaceH4/zephyr-7b-beta license:mit region:us