Mixed

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

Merge Details

Merge Method

This model was merged using the linear merge method.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: cxllin/StableHermes-3b
    parameters:
      weight: 1.0
  - model: jondurbin/airoboros-3b-3p0
    parameters:
      weight: 1.0
  - model: jeiku/Rosa_v1_3B
    parameters:
      weight: 1.0
merge_method: linear
dtype: float16

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Safetensors

Model size

3B params

Tensor type

F16

Model tree for jeiku/Linear_Base_3B

cxllin/StableHermes-3b

jeiku/Rosa_v1_3B

jondurbin/airoboros-3b-3p0

Merge model

this model

Merges

1 model

Paper for jeiku/Linear_Base_3B

Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

Paper • 2203.05482 • Published Mar 10, 2022 • 7