|
---
|
|
base_model: []
|
|
library_name: transformers
|
|
tags:
|
|
- mergekit
|
|
- merge
|
|
|
|
---
|
|
# Nemomix-v0.4-12B
|
|
|
|
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_linear merge method using F:\mergekit\mistralaiMistral-Nemo-Base-2407 as a base.
|
|
|
|
### Models Merged
|
|
|
|
The following models were included in the merge:
|
|
* F:\mergekit\intervitens_mini-magnum-12b-v1.1
|
|
* F:\mergekit\mistralaiMistral-Nemo-Instruct-2407
|
|
* F:\mergekit\invisietch_Atlantis-v0.1-12B
|
|
* F:\mergekit\NeverSleepHistorical_lumi-nemo-e2.0
|
|
|
|
### Configuration
|
|
|
|
The following YAML configuration was used to produce this model:
|
|
|
|
```yaml
|
|
models:
|
|
- model: F:\mergekit\invisietch_Atlantis-v0.1-12B
|
|
parameters:
|
|
weight: 0.16
|
|
density: 0.4
|
|
- model: F:\mergekit\mistralaiMistral-Nemo-Instruct-2407
|
|
parameters:
|
|
weight: 0.23
|
|
density: 0.5
|
|
- model: F:\mergekit\NeverSleepHistorical_lumi-nemo-e2.0
|
|
parameters:
|
|
weight: 0.27
|
|
density: 0.6
|
|
- model: F:\mergekit\intervitens_mini-magnum-12b-v1.1
|
|
parameters:
|
|
weight: 0.34
|
|
density: 0.8
|
|
merge_method: della_linear
|
|
base_model: F:\mergekit\mistralaiMistral-Nemo-Base-2407
|
|
parameters:
|
|
epsilon: 0.05
|
|
lambda: 1
|
|
int8_mask: true
|
|
dtype: bfloat16
|
|
```
|
|
|
