tensorboard safetensors trl sft generated_from_trainer base_model:HuggingFaceH4/zephyr-7b-beta license:mit region:us
---
license: mit
base_model: HuggingFaceH4/zephyr-7b-beta
tags:
- trl
- sft
- generated_from_trainer
model-index:
- name: results
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# results

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: 1.0751

## 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: 2.5e-05
- 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_ratio: 0.03
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.2434        | 0.72  | 100  | 1.2548          |
| 0.772         | 1.45  | 200  | 0.8910          |
| 0.5866        | 2.17  | 300  | 0.8081          |
| 0.5755        | 2.9   | 400  | 0.7824          |
| 0.3935        | 3.62  | 500  | 0.8343          |
| 0.2616        | 4.35  | 600  | 0.8752          |
| 0.244         | 5.07  | 700  | 0.8777          |
| 0.2414        | 5.8   | 800  | 0.9291          |
| 0.19          | 6.52  | 900  | 1.0490          |
| 0.1828        | 7.25  | 1000 | 1.0226          |
| 0.1939        | 7.97  | 1100 | 1.0120          |
| 0.1647        | 8.7   | 1200 | 1.0177          |
| 0.1544        | 9.42  | 1300 | 1.0751          |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
