# mergedmodel5

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 [linear](https://arxiv.org/abs/2203.05482) merge method.

### Models Merged

The following models were included in the merge:
* [abacusai/TheProfessor-155b](https://huggingface.co/abacusai/TheProfessor-155b)
* [NousResearch/Nous-Hermes-2-Llama-2-70B](https://huggingface.co/NousResearch/Nous-Hermes-2-Llama-2-70B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: linear
parameters:
  weight: 1.0
slices:
  - sources:
      - model: NousResearch/Nous-Hermes-2-Llama-2-70B
        layer_range: [0, 1]
      - model: abacusai/TheProfessor-155b
        layer_range: [0, 1]
        parameters:
          weight: 0
  - sources:
      - model: NousResearch/Nous-Hermes-2-Llama-2-70B
        layer_range: [1, 20]
  - sources:
      - model: abacusai/TheProfessor-155b
        layer_range: [10, 30]
  - sources:
      - model: NousResearch/Nous-Hermes-2-Llama-2-70B
        layer_range: [20, 40]
  - sources:
      - model: abacusai/TheProfessor-155b
        layer_range: [30, 50]
  - sources:
      - model: NousResearch/Nous-Hermes-2-Llama-2-70B
        layer_range: [40, 60]
  - sources:
      - model: abacusai/TheProfessor-155b
        layer_range: [50, 70]
  - sources:
      - model: NousResearch/Nous-Hermes-2-Llama-2-70B
        layer_range: [60, 79]
  - sources:
      - model: NousResearch/Nous-Hermes-2-Llama-2-70B
        layer_range: [79, 80]
      - model: abacusai/TheProfessor-155b
        layer_range: [79, 80]
        parameters:
          weight: 0
dtype: float16
tokenizer_source: model:NousResearch/Nous-Hermes-2-Llama-2-70B


```

{"library_name": "transformers", "tags": ["mergekit", "merge"], "base_model": ["abacusai/TheProfessor-155b", "NousResearch/Nous-Hermes-2-Llama-2-70B"]}
transformers safetensors llama text-generation mergekit merge arxiv:2203.05482 base_model:abacusai/TheProfessor-155b base_model:NousResearch/Nous-Hermes-2-Llama-2-70B autotrain_compatible endpoints_compatible text-generation-inference region:us