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---
base_model:
- grimjim/kukulemon-32K-7B
- grimjim/rogue-enchantress-32k-7B
library_name: transformers
tags:
- mergekit
- merge
license: cc-by-nc-4.0
pipeline_tag: text-generation
---
# kukulemon-v3-soul_mix-32k-7B
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
We explore merger at extremely low weight as an alternative to fine-tuning. The additional model was applied at a weight of 10e-5, which was selected to be comparable to a few epochs of training. The low weight also amounts to the additional model being flattened, though technically not sparsified.
- [Full weights](https://huggingface.co/grimjim/kukulemon-v3-soul_mix-32k-7B)
- [GGUF quants](https://huggingface.co/grimjim/kukulemon-v3-soul_mix-32k-7B-GGUF)
## Merge Details
### Merge Method
This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [grimjim/kukulemon-32K-7B](https://huggingface.co/grimjim/kukulemon-32K-7B) as a base.
### Models Merged
The following model was included in the merge:
* [grimjim/rogue-enchantress-32k-7B](https://huggingface.co/grimjim/rogue-enchantress-32k-7B)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: grimjim/kukulemon-32K-7B
dtype: bfloat16
merge_method: task_arithmetic
slices:
- sources:
- layer_range: [0, 32]
model: grimjim/kukulemon-32K-7B
- layer_range: [0, 32]
model: grimjim/rogue-enchantress-32k-7B
parameters:
weight: 10e-5
```
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