---
base_model:
- EVA-UNIT-01/EVA-LLaMA-3.33-70B-v0.1
- SicariusSicariiStuff/Negative_LLAMA_70B
- Sao10K/70B-L3.3-Cirrus-x1
- deepseek-ai/DeepSeek-R1-Distill-Llama-70B
- Sao10K/L3.1-70B-Hanami-x1
- TheDrummer/Anubis-70B-v1
library_name: transformers
tags:
- mergekit
- merge
license: llama3.3
---
After having some fair success with merging some of my favorite Llama models, particularly on 
Tarek07/Progenitor-V1.1-LLaMa-70B, which was based on the excellent Steelskull/L3.3-MS-Nevoria-70b merge, just with a couple extra ingredients and different merge methods. I then decided to try my hand at working the new deepseek-ai/DeepSeek-R1-Distill-Llama-70B in. I have decided to try mix it in 3 different ways. For this first model I decided to use Deepseek as the base, using the same formula as my Progenitor V1.1 model. From early testing it seems very promising. But I think Delta beat this one.
# merge

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 [deepseek-ai/DeepSeek-R1-Distill-Llama-70B](https://huggingface.co./deepseek-ai/DeepSeek-R1-Distill-Llama-70B) as a base.

### Models Merged

The following models were included in the merge:
* [EVA-UNIT-01/EVA-LLaMA-3.33-70B-v0.1](https://huggingface.co./EVA-UNIT-01/EVA-LLaMA-3.33-70B-v0.1)
* [SicariusSicariiStuff/Negative_LLAMA_70B](https://huggingface.co./SicariusSicariiStuff/Negative_LLAMA_70B)
* [Sao10K/70B-L3.3-Cirrus-x1](https://huggingface.co./Sao10K/70B-L3.3-Cirrus-x1)
* [Sao10K/L3.1-70B-Hanami-x1](https://huggingface.co./Sao10K/L3.1-70B-Hanami-x1)
* [TheDrummer/Anubis-70B-v1](https://huggingface.co./TheDrummer/Anubis-70B-v1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Sao10K/L3.1-70B-Hanami-x1
    parameters:
      weight: 0.20
      density: 0.7
  - model: Sao10K/70B-L3.3-Cirrus-x1
    parameters:
      weight: 0.20
      density: 0.7
  - model: SicariusSicariiStuff/Negative_LLAMA_70B
    parameters:
      weight: 0.20
      density: 0.7
  - model: TheDrummer/Anubis-70B-v1
    parameters:
      weight: 0.20
      density: 0.7
  - model: EVA-UNIT-01/EVA-LLaMA-3.33-70B-v0.1
    parameters:
      weight: 0.20
      density: 0.7
merge_method: della_linear
base_model: deepseek-ai/DeepSeek-R1-Distill-Llama-70B
parameters:
  epsilon: 0.2
  lambda: 1.1
dtype: bfloat16
tokenizer_source: base
```