File size: 1,823 Bytes
58b782a 7a9e971 58b782a |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 |
---
base_model:
- grimjim/mistralai-Mistral-Nemo-Base-2407
- grimjim/Magnolia-v3-12B
- Nitral-AI/Captain_BMO-12B
- natong19/Mistral-Nemo-Instruct-2407-abliterated
library_name: transformers
pipeline_tag: text-generation
tags:
- mergekit
- merge
license: apache-2.0
---
# Magnolia-v5a-12B
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
Again Nemo 12B Base was used as a base for task arithmetic merger, rather than 12B Instruct or a variant. A model fine-tuned with mostly Instruct and some narrative generation data was added, along with an abliterated Instruct model,which curiously benched higher than Nemo 12B Instruct itself.
## Merge Details
### Merge Method
This model was merged using the [Task Arithmetic](https://arxiv.org/abs/2212.04089) merge method using [grimjim/mistralai-Mistral-Nemo-Base-2407](https://huggingface.co./grimjim/mistralai-Mistral-Nemo-Base-2407) as a base.
### Models Merged
The following models were included in the merge:
* [grimjim/Magnolia-v3-12B](https://huggingface.co./grimjim/Magnolia-v3-12B)
* [Nitral-AI/Captain_BMO-12B](https://huggingface.co./Nitral-AI/Captain_BMO-12B)
* [natong19/Mistral-Nemo-Instruct-2407-abliterated](https://huggingface.co./natong19/Mistral-Nemo-Instruct-2407-abliterated)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
normalize: true
models:
- model: grimjim/mistralai-Mistral-Nemo-Base-2407
- model: grimjim/Magnolia-v3-12B
parameters:
weight: 0.85
- model: Nitral-AI/Captain_BMO-12B
parameters:
weight: 0.1
- model: natong19/Mistral-Nemo-Instruct-2407-abliterated
parameters:
weight: 0.05
```
|