# reward_model

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details
### Merge Method

This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [ChaiML/reward_models_100_170000000_cp_498032](https://huggingface.co/ChaiML/reward_models_100_170000000_cp_498032) as a base.

### Models Merged

The following models were included in the merge:
* [WendyHoang/reward-model](https://huggingface.co/WendyHoang/reward-model)
* [Fredithefish/ChaiReward-gpt2](https://huggingface.co/Fredithefish/ChaiReward-gpt2)
* [anhnv125/reward-model-v3](https://huggingface.co/anhnv125/reward-model-v3)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
- model: Fredithefish/ChaiReward-gpt2
  parameters:
    density: 0.5
    weight: 0.5
- model: anhnv125/reward-model-v3
  parameters:
    density: 0.5
    weight: 0.6
- model: WendyHoang/reward-model
  parameters:
    density: 0.5
    weight: 0.5

base_model: ChaiML/reward_models_100_170000000_cp_498032
merge_method: dare_ties
parameters:
  normalize: 1.0

```

{"tags": ["mergekit", "merge"], "base_model": ["WendyHoang/reward-model", "Fredithefish/ChaiReward-gpt2", "anhnv125/reward-model-v3", "ChaiML/reward_models_100_170000000_cp_498032"]}
transformers safetensors gpt2 text-classification mergekit merge arxiv:2311.03099 arxiv:2306.01708 base_model:WendyHoang/reward-model base_model:Fredithefish/ChaiReward-gpt2 base_model:anhnv125/reward-model-v3 base_model:ChaiML/reward_models_100_170000000_cp_498032 autotrain_compatible endpoints_compatible text-generation-inference region:us