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base_model:
- schonsense/SOG_10k_70B
- meta-llama/Llama-3.1-70B
- meta-llama/Llama-3.3-70B-Instruct
- schonsense/70B_unstructWR
library_name: transformers
tags:
- mergekit
- merge
---
# 70B_SOG_unstructed
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 [DELLA](https://arxiv.org/abs/2406.11617) merge method using [meta-llama/Llama-3.3-70B-Instruct](https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct) as a base.
### Models Merged
The following models were included in the merge:
* [schonsense/SOG_10k_70B](https://huggingface.co/schonsense/SOG_10k_70B)
* [meta-llama/Llama-3.1-70B](https://huggingface.co/meta-llama/Llama-3.1-70B)
* [schonsense/70B_unstructWR](https://huggingface.co/schonsense/70B_unstructWR)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: schonsense/70B_unstructWR
parameters:
density: 0.7
epsilon: 0.2
weight: 0.4
- model: schonsense/SOG_10k_70B
parameters:
density: 0.7
epsilon: 0.2
weight: 0.5
- model: meta-llama/Llama-3.1-70B
parameters:
density: 0.8
epsilon: 0.1
weight: 0.1
- model: meta-llama/Llama-3.3-70B-Instruct
merge_method: della
base_model: meta-llama/Llama-3.3-70B-Instruct
tokenizer_source: meta-llama/Llama-3.3-70B-Instruct
parameters:
normalize: false
int8_mask: false
lambda: 1.0
dtype: float32
out_dtype: bfloat16
```
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