TheSkullery/NeMoria-21b

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:

• unsloth/Mistral-Nemo-Instruct-2407

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