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---
base_model:
- appvoid/palmer-003
- l3utterfly/tinyllama-1.1b-layla-v4
- TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T
- vihangd/DopeyTinyLlama-1.1B-v1
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 [TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T) as a base.
### Models Merged
The following models were included in the merge:
* [appvoid/palmer-003](https://huggingface.co/appvoid/palmer-003)
* [l3utterfly/tinyllama-1.1b-layla-v4](https://huggingface.co/l3utterfly/tinyllama-1.1b-layla-v4)
* [vihangd/DopeyTinyLlama-1.1B-v1](https://huggingface.co/vihangd/DopeyTinyLlama-1.1B-v1)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T
#no parameters necessary for base model
- model: vihangd/DopeyTinyLlama-1.1B-v1
parameters:
density: 0.10
weight: 0.60
- model: l3utterfly/tinyllama-1.1b-layla-v4
parameters:
density: 0.39
weight: 0.50
- model: appvoid/palmer-003
parameters:
density: 0.60
weight: 0.40
merge_method: ties
base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T
parameters:
normalize: true
int8_mask: true
dtype: float16
```
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