|
--- |
|
base_model: |
|
- v000000/MN-12B-Part1 |
|
- v000000/MN-12B-Part2 |
|
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 SLERP merge method. |
|
|
|
### Models Merged |
|
|
|
The following models were included in the merge: |
|
* [nothingiisreal/MN-12B-Celeste-V1.9](https://huggingface.co./nothingiisreal/MN-12B-Celeste-V1.9) |
|
* [shuttleai/shuttle-2.5-mini](https://huggingface.co./shuttleai/shuttle-2.5-mini) |
|
* [anthracite-org/magnum-12b-v2](https://huggingface.co./anthracite-org/magnum-12b-v2) |
|
* [Sao10K/MN-12B-Lyra-v1](https://huggingface.co./Sao10K/MN-12B-Lyra-v1) |
|
* [unsloth/Mistral-Nemo-Instruct-2407](https://huggingface.co./unsloth/Mistral-Nemo-Instruct-2407) |
|
* [NeverSleep/Lumimaid-v0.2-12B](https://huggingface.co./NeverSleep/Lumimaid-v0.2-12B) |
|
* [UsernameJustAnother/Nemo-12B-Marlin-v5](https://huggingface.co./UsernameJustAnother/Nemo-12B-Marlin-v5) |
|
* [BeaverAI/mistral-doryV2-12b](https://huggingface.co./BeaverAI/mistral-doryV2-12b) |
|
* [invisietch/Atlantis-v0.1-12B](https://huggingface.co./invisietch/Atlantis-v0.1-12B) |
|
* [v000000/MN-12B-Part1](https://huggingface.co./v000000/MN-12B-Part1) |
|
* [v000000/MN-12B-Part2](https://huggingface.co./v000000/MN-12B-Part2) |
|
|
|
### Configuration |
|
|
|
The following YAML configuration was used to produce this model: |
|
|
|
```yaml |
|
models: |
|
- model: Sao10K/MN-12B-Lyra-v1 |
|
parameters: |
|
weight: 0.15 |
|
density: 0.77 |
|
- model: shuttleai/shuttle-2.5-mini |
|
parameters: |
|
weight: 0.20 |
|
density: 0.78 |
|
- model: anthracite-org/magnum-12b-v2 |
|
parameters: |
|
weight: 0.35 |
|
density: 0.85 |
|
- model: nothingiisreal/MN-12B-Celeste-V1.9 |
|
parameters: |
|
weight: 0.55 |
|
density: 0.90 |
|
merge_method: della |
|
base_model: Sao10K/MN-12B-Lyra-v1 |
|
parameters: |
|
int8_mask: true |
|
epsilon: 0.05 |
|
lambda: 1 |
|
dtype: bfloat16 |
|
|
|
models: |
|
- model: BeaverAI/mistral-doryV2-12b |
|
parameters: |
|
weight: 0.10 |
|
density: 0.4 |
|
- model: unsloth/Mistral-Nemo-Instruct-2407 |
|
parameters: |
|
weight: 0.20 |
|
density: 0.4 |
|
- model: UsernameJustAnother/Nemo-12B-Marlin-v5 |
|
parameters: |
|
weight: 0.25 |
|
density: 0.5 |
|
- model: invisietch/Atlantis-v0.1-12B |
|
parameters: |
|
weight: 0.3 |
|
density: 0.5 |
|
- model: NeverSleep/Lumimaid-v0.2-12B |
|
parameters: |
|
weight: 0.4 |
|
density: 0.8 |
|
merge_method: della_linear |
|
base_model: anthracite-org/magnum-12b-v2 |
|
parameters: |
|
int8_mask: true |
|
epsilon: 0.05 |
|
lambda: 1 |
|
dtype: bfloat16 |
|
|
|
slices: |
|
- sources: |
|
- model: v000000/MN-12B-Part2 |
|
layer_range: [0, 40] |
|
- model: v000000/MN-12B-Part1 |
|
layer_range: [0, 40] |
|
merge_method: slerp |
|
base_model: v000000/MN-12B-Part1 |
|
parameters: |
|
t: |
|
- filter: self_attn |
|
value: [0, 0.5, 0.3, 0.7, 0.6, 0.1, 0.6, 0.3, 0.8, 0.5] |
|
- filter: mlp |
|
value: [0, 0.5, 0.4, 0.3, 0, 0.3, 0.4, 0.7, 0.2, 0.5] |
|
- value: 0.5 |
|
dtype: bfloat16 |
|
``` |
|
|
