metadata
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.
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:
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:
Configuration
The following YAML configuration was used to produce this model:
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