---
base_model:
- meta-llama/Llama-3.1-70B
- EVA-UNIT-01/LLaMA-EVA-3.33-70B-v0.0
- EVA-UNIT-01/EVA-LLaMA-3.33-70B-v0.0
library_name: transformers
tags:
- mergekit
- merge

---
# EVA

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 [DELLA](https://arxiv.org/abs/2406.11617) merge method using [meta-llama/Llama-3.1-70B](https://huggingface.co/meta-llama/Llama-3.1-70B) as a base.

### Models Merged

The following models were included in the merge:
* [EVA-UNIT-01/LLaMA-EVA-3.33-70B-v0.0](https://huggingface.co/EVA-UNIT-01/LLaMA-EVA-3.33-70B-v0.0)
* [EVA-UNIT-01/EVA-LLaMA-3.33-70B-v0.0](https://huggingface.co/EVA-UNIT-01/EVA-LLaMA-3.33-70B-v0.0)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: EVA-UNIT-01/EVA-LLaMA-3.33-70B-v0.0
    parameters:
      density: 0.6
      weight: 0.3
      lambda: 1.1
      epsilon: 0.35
  - model: EVA-UNIT-01/LLaMA-EVA-3.33-70B-v0.0
    parameters:
      density: 0.45
      weight: 0.7
      lambda: 1.1
      epsilon: 0.4
merge_method: della_linear
base_model: meta-llama/Llama-3.1-70B
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16
```