# gpt2_ties_merge_ab_with_classic_e2_d100

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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [rirv938/gpt2_sequence_classification_base](https://huggingface.co/rirv938/gpt2_sequence_classification_base) as a base.

### Models Merged

The following models were included in the merge:
* [ChaiML/reward_models_100_170000000_cp_332032](https://huggingface.co/ChaiML/reward_models_100_170000000_cp_332032)
* [rirv938/reward_gpt2_preference_24m_e2](https://huggingface.co/rirv938/reward_gpt2_preference_24m_e2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: rirv938/gpt2_sequence_classification_base
    # no parameters necessary for base model
  - model: ChaiML/reward_models_100_170000000_cp_332032
    parameters:
      density: 1.0
      weight: 0.5
  - model: rirv938/reward_gpt2_preference_24m_e2
    parameters:
      density: 1.0
      weight: 0.5
merge_method: ties
base_model: rirv938/gpt2_sequence_classification_base
parameters:
  normalize: true
dtype: float16

```

{"library_name": "transformers", "tags": ["mergekit", "merge"], "base_model": ["rirv938/gpt2_sequence_classification_base", "ChaiML/reward_models_100_170000000_cp_332032", "rirv938/reward_gpt2_preference_24m_e2"]}
transformers safetensors gpt2 text-classification mergekit merge arxiv:2306.01708 base_model:rirv938/gpt2_sequence_classification_base base_model:ChaiML/reward_models_100_170000000_cp_332032 base_model:rirv938/reward_gpt2_preference_24m_e2 autotrain_compatible endpoints_compatible text-generation-inference region:us