|
--- |
|
base_model: |
|
- unsloth/Mistral-Nemo-Instruct-2407 |
|
library_name: transformers |
|
tags: |
|
- mergekit |
|
- merge |
|
|
|
--- |
|
# merge |
|
|
|
This is a testing model using the zeroing method used by [L3-Aethora-15B-V2](https://huggingface.co/ZeusLabs/L3-Aethora-15B-V2). |
|
|
|
If this model pans out in the way I hope, Ill expand on it more and add a custom model card like the others. currently this is just an experiment. |
|
|
|
In case anyone asks NeMoria-21b literally means: |
|
```yaml |
|
NeMo = Mistral-Nemo (Instruct) |
|
21b = its 21b perameters |
|
``` |
|
|
|
## Merge Details |
|
### Merge Method |
|
|
|
This model was merged using the passthrough merge method. |
|
|
|
### Models Merged |
|
|
|
The following models were included in the merge: |
|
* [unsloth/Mistral-Nemo-Instruct-2407](https://huggingface.co/unsloth/Mistral-Nemo-Instruct-2407) |
|
|
|
### Configuration |
|
|
|
The following YAML configuration was used to produce this model: |
|
|
|
```yaml |
|
dtype: bfloat16 |
|
merge_method: passthrough |
|
slices: |
|
- sources: |
|
- layer_range: [0, 30] |
|
model: unsloth/Mistral-Nemo-Instruct-2407 |
|
- sources: |
|
- layer_range: [16, 32] |
|
model: unsloth/Mistral-Nemo-Instruct-2407 |
|
parameters: |
|
scale: |
|
- filter: o_proj |
|
value: 0.0 |
|
- filter: down_proj |
|
value: 0.0 |
|
- value: 1.0 |
|
- sources: |
|
- layer_range: [16, 32] |
|
model: unsloth/Mistral-Nemo-Instruct-2407 |
|
parameters: |
|
scale: |
|
- filter: o_proj |
|
value: 0.0 |
|
- filter: down_proj |
|
value: 0.0 |
|
- value: 1.0 |
|
- sources: |
|
- layer_range: [32, 40] |
|
model: unsloth/Mistral-Nemo-Instruct-2407 |
|
``` |
|
|
