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---
base_model:
- kromcomp/L3.1-Rays-10B
- kromcomp/L3.1-Bloat-10B
- kromcomp/L3.1-Extend-10B
library_name: transformers
tags:
- mergekit
- merge
---
# tiv
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 [kromcomp/L3.1-Extend-10B](https://huggingface.co/kromcomp/L3.1-Extend-10B) as a base.
### Models Merged
The following models were included in the merge:
* [kromcomp/L3.1-Rays-10B](https://huggingface.co/kromcomp/L3.1-Rays-10B)
* [kromcomp/L3.1-Bloat-10B](https://huggingface.co/kromcomp/L3.1-Bloat-10B)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: kromcomp/L3.1-Extend-10B
chat_template: llama3
dtype: float32
merge_method: della
parameters:
int8_mask: 1.0
normalize: 0.0
slices:
- sources:
- layer_range: [0, 42]
model: kromcomp/L3.1-Rays-10B
parameters:
density: 0.7
epsilon: 0.05
weight: [0.0, 0.2, 0.6]
- layer_range: [0, 42]
model: kromcomp/L3.1-Bloat-10B
parameters:
density: 0.7
epsilon: 0.05
weight: [0.9, 0.3, 0.3]
- layer_range: [0, 42]
model: kromcomp/L3.1-Extend-10B
parameters:
density: 0.65
epsilon: 0.05
weight: [0.1, 0.5, 0.1]
tokenizer: {}
```
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