base_model: | |
- stabilityai/japanese-stablelm-instruct-gamma-7b | |
- mistralai/Mistral-7B-v0.1 | |
- Intel/neural-chat-7b-v3-3 | |
tags: | |
- mergekit | |
- merge | |
# merged-output | |
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 SLERP merge method. | |
### Models Merged | |
The following models were included in the merge: | |
* [stabilityai/japanese-stablelm-instruct-gamma-7b](https://huggingface.co/stabilityai/japanese-stablelm-instruct-gamma-7b) | |
* [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) | |
* [Intel/neural-chat-7b-v3-3](https://huggingface.co/Intel/neural-chat-7b-v3-3) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
slices: | |
- sources: | |
- model: stabilityai/japanese-stablelm-instruct-gamma-7b | |
layer_range: [0, 32] | |
- model: Intel/neural-chat-7b-v3-3 | |
layer_range: [0, 32] | |
merge_method: slerp | |
base_model: mistralai/Mistral-7B-v0.1 | |
parameters: | |
t: | |
- filter: self_attn | |
value: [0, 0.5, 0.3, 0.7, 1] | |
- filter: mlp | |
value: [1, 0.5, 0.7, 0.3, 0] | |
- value: 0.5 # fallback for rest of tensors | |
dtype: bfloat16 | |
``` | |