---
license: apache-2.0
library_name: peft
tags:
- trl
- dpo
- generated_from_trainer
base_model: davidkim205/nox-solar-10.7b-v4
model-index:
- name: dpo_v4_reseve_v1
  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. -->

# dpo_v4_reseve_v1

This model is a fine-tuned version of [davidkim205/nox-solar-10.7b-v4](https://huggingface.co./davidkim205/nox-solar-10.7b-v4) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.2529
- Rewards/chosen: 1.8018
- Rewards/rejected: -2.8948
- Rewards/accuracies: 0.5640
- Rewards/margins: 4.6966
- Logps/rejected: -431.3928
- Logps/chosen: -361.0608
- Logits/rejected: -2.2914
- Logits/chosen: -2.3061

## 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: 0.0001
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1

### Training results

| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
|:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
| 1.5803        | 1.0   | 4750 | 1.2529          | 1.8018         | -2.8948          | 0.5640             | 4.6966          | -431.3928      | -361.0608    | -2.2914         | -2.3061       |


### Framework versions

- PEFT 0.5.0
- Transformers 4.39.3
- Pytorch 2.1.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2