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# mistral_question_generation

This model is a fine-tuned version of [mistralai/Mistral-7B-Instruct-v0.1](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.2768

## 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: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_steps: 0.03
- num_epochs: 4

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.4296        | 0.02  | 20   | 1.2960          |
| 1.3823        | 0.03  | 40   | 1.2868          |
| 1.4006        | 0.05  | 60   | 1.2816          |
| 1.3442        | 0.06  | 80   | 1.2767          |
| 1.3981        | 0.08  | 100  | 1.2722          |
| 1.414         | 0.1   | 120  | 1.2705          |
| 1.3224        | 1.01  | 140  | 1.2657          |
| 1.3215        | 1.03  | 160  | 1.2658          |
| 1.3387        | 1.05  | 180  | 1.2645          |
| 1.3735        | 1.06  | 200  | 1.2632          |
| 1.3699        | 1.08  | 220  | 1.2635          |
| 1.37          | 1.09  | 240  | 1.2605          |
| 1.308         | 2.01  | 260  | 1.2638          |
| 1.3116        | 2.03  | 280  | 1.2662          |
| 1.3086        | 2.04  | 300  | 1.2660          |
| 1.2999        | 2.06  | 320  | 1.2668          |
| 1.3026        | 2.08  | 340  | 1.2648          |
| 1.3001        | 2.09  | 360  | 1.2645          |
| 1.2134        | 3.01  | 380  | 1.2698          |
| 1.2519        | 3.02  | 400  | 1.2741          |
| 1.2409        | 3.04  | 420  | 1.2740          |
| 1.2031        | 3.06  | 440  | 1.2775          |
| 1.2408        | 3.07  | 460  | 1.2727          |
| 1.2281        | 3.09  | 480  | 1.2768          |


### Framework versions

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

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "base_model": "mistralai/Mistral-7B-Instruct-v0.1", "model-index": [{"name": "mistral_question_generation", "results": []}]}
tensorboard safetensors generated_from_trainer base_model:mistralai/Mistral-7B-Instruct-v0.1 license:apache-2.0 region:us