---
base_model:
- nbeerbower/Llama-3.1-Nemotron-lorablated-70B
- TheDrummer/Anubis-70B-v1
- EVA-UNIT-01/EVA-LLaMA-3.33-70B-v0.1
- Sao10K/70B-L3.3-Cirrus-x1
- SicariusSicariiStuff/Negative_LLAMA_70B
- Sao10K/L3.1-70B-Hanami-x1
library_name: transformers
tags:
- mergekit
- merge
license: llama3.3
---
After a lot positive feedback on Progenitor V1.1, I got some advice regarding a couple of settings which I could finetune for hopefully better results. Mainly changing the tokenizer and letting the merge compute at full float32 before scaling down to bfloat16 (shout out to kromeurus). 2.1 didn't quite meet the standard set by 1.1, so with a few more tweaks I made 2.2 which I feel slightly improved on the outstanding 1.1, and is therefore the true successor.
# 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 [nbeerbower/Llama-3.1-Nemotron-lorablated-70B](https://huggingface.co./nbeerbower/Llama-3.1-Nemotron-lorablated-70B) as a base.

### Models Merged

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

### 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: nbeerbower/Llama-3.1-Nemotron-lorablated-70B
parameters:
  epsilon: 0.2
  lambda: 1.1
dype: float32
out_dtype: bfloat16
tokenizer:
 source: union
```