README.md

metadata

base_model:
  - inflatebot/MN-12B-Mag-Mell-R1
  - grimjim/Magnolia-v3-12B
library_name: transformers
tags:
  - mergekit
  - merge
pipeline_tag: text-generation

Magnolia-Mell-v1-12B

This is a merge of pre-trained language models created using mergekit.

An asymmetric gradient SLERP was used to lightly apply MN-12B-Mag-Mell-R1 to Magnolia-v3-12B.

Tested for narrative text completion with temperature=1.0 and minP=0.02. Coherence is fairly high, though there may be occasional slips.

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• inflatebot/MN-12B-Mag-Mell-R1
• grimjim/Magnolia-v3-12B

Configuration

The following YAML configuration was used to produce this model:

base_model: grimjim/Magnolia-v3-12B
dtype: bfloat16
merge_method: slerp
slices:
- sources:
  - model: grimjim/Magnolia-v3-12B
    layer_range: [0,40]
  - model: inflatebot/MN-12B-Mag-Mell-R1
    layer_range: [0,40]
parameters:
  t:
    - filter: self_attn
      value: [0.0,0.09]
    - filter: mlp
      value: [0.09,0.0]
    - value: [0.0,0.09]