README.md

metadata

base_model:
  - sometimesanotion/Lamarck-14B-v0.7-Fusion
  - sometimesanotion/Lamarck-14B-v0.7
library_name: transformers
tags:
  - mergekit
  - merge

merge

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

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• sometimesanotion/Lamarck-14B-v0.7-Fusion
• sometimesanotion/Lamarck-14B-v0.7

Configuration

The following YAML configuration was used to produce this model:

name:                LamarckInfusion-14B-v1
base_model:          sometimesanotion/Lamarck-14B-v0.7
merge_method:        slerp
tokenizer_source:    base
dtype:               float32
out_dtype:           bfloat16
parameters:
  t:
    - filter:        self_attn
      value:         [0.2, 0.5, 0.4, 0.6, 0.8]
    - filter:        mlp
      value:         [0.8, 0.5, 0.6, 0.4, 0.2]
    - value:         [ 0.00, 0.00, 0.08, 0.16, 0.32, 0.48, 0.48, 0.48, 0.48, 0.48, 0.40, 0.32, 0.24 ] 
slices:
  - sources:
      - model:       sometimesanotion/Lamarck-14B-v0.7
        layer_range: [ 0, 48 ]
      - model:       sometimesanotion/Lamarck-14B-v0.7-Fusion
        layer_range: [ 0, 48 ]