---
license: other
library_name: peft
tags:
- trl
- sft
- generated_from_trainer
base_model: stabilityai/stablelm-zephyr-3b
model-index:
- name: CloudflareTunedModel
  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. -->

# CloudflareTunedModel

This model is a fine-tuned version of [stabilityai/stablelm-zephyr-3b](https://huggingface.co/stabilityai/stablelm-zephyr-3b) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 3.4473

## 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
- gradient_accumulation_steps: 10
- total_train_batch_size: 40
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.05
- num_epochs: 30

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| No log        | 0.56  | 1    | 2.9512          |
| No log        | 1.67  | 3    | 2.9727          |
| No log        | 2.78  | 5    | 3.2578          |
| No log        | 3.89  | 7    | 2.9238          |
| No log        | 5.0   | 9    | 3.3867          |
| 0.916         | 5.56  | 10   | 3.3066          |
| 0.916         | 6.67  | 12   | 3.2090          |
| 0.916         | 7.78  | 14   | 3.4980          |
| 0.916         | 8.89  | 16   | 3.5098          |
| 0.916         | 10.0  | 18   | 3.4434          |
| 0.916         | 10.56 | 19   | 3.4375          |
| 0.1354        | 11.67 | 21   | 3.4238          |
| 0.1354        | 12.78 | 23   | 3.4336          |
| 0.1354        | 13.89 | 25   | 3.4473          |
| 0.1354        | 15.0  | 27   | 3.4492          |
| 0.1354        | 15.56 | 28   | 3.4492          |
| 0.0754        | 16.67 | 30   | 3.4473          |


### Framework versions

- PEFT 0.9.0
- Transformers 4.38.2
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2