merge

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

Merge Details

Merge Method

This model was merged using the TIES merge method using TheDrummer/Rocinante-12B-v1.1 as a base.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: anthracite-org/magnum-v4-12b
    parameters:
      density: 0.3
      weight: 0.3
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      density: 0.7
      weight: 0.5
  - model: VongolaChouko/Starcannon-Unleashed-12B-v1.0
    parameters:
      density: 0.1
      weight: 0.2

merge_method: ties
base_model: TheDrummer/Rocinante-12B-v1.1
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16

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Safetensors

Model size

12B params

Tensor type

BF16

Model tree for bazwyn/Stage1-12B

TheDrummer/Rocinante-12B-v1.1

VongolaChouko/Starcannon-Unleashed-12B-v1.0

anthracite-org/magnum-v4-12b

Merge model

this model

Paper for bazwyn/Stage1-12B

Resolving Interference When Merging Models

Paper • 2306.01708 • Published Jun 2, 2023 • 19