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---
base_model:
- meta-llama/Meta-Llama-3-8B-Instruct
- defog/llama-3-sqlcoder-8b
library_name: transformers
tags:
- mergekit
- merge
---
# 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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) as a base.
### Models Merged
The following models were included in the merge:
* [defog/llama-3-sqlcoder-8b](https://huggingface.co/defog/llama-3-sqlcoder-8b)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
merge_method: ties
base_model: meta-llama/Meta-Llama-3-8B-Instruct
models:
- model: defog/llama-3-sqlcoder-8b
parameters:
weight:
- filter: mlp
value: [0.25, 0.5, 0.5, 0.25]
- filter: self_attn
value: [0.25, 0.5, 0.5, 0]
- value: [0.25, 0.5, 0.5, 0.25]
density: 0.75
- model: meta-llama/Meta-Llama-3-8B-Instruct
parameters:
weight:
- filter: mlp
value: [0.75, 0.5, 0.5, 0.75]
- filter: self_attn
value: [0.75, 0.5, 0.5, 1]
- value: [0.75, 0.5, 0.5, 0.75]
density: 1.0
parameters:
normalize: true
int8_mask: true
dtype: bfloat16
```
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