base_model: | |
- WendyHoang/reward-model | |
- Fredithefish/ChaiReward-gpt2 | |
- anhnv125/reward-model-v3 | |
- ChaiML/reward_models_100_170000000_cp_498032 | |
tags: | |
- mergekit | |
- merge | |
# 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 | |
``` | |