merge

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:

pankajmathur/orca_mini_v2_7b

Configuration

The following YAML configuration was used to produce this model:


models:
  - model: pankajmathur/orca_mini_v2_7b
    parameters:
      weight: 1.0
  - model: pankajmathur/orca_mini_v2_7b
    parameters:
      weight: 0.3
merge_method: linear
dtype: float16

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Safetensors

Model size

7B params

Tensor type

F16

Model tree for guyue123/Model-linear

Base model

pankajmathur/orca_mini_v2_7b

Finetuned

(1)

this model

Paper for guyue123/Model-linear

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

Paper • 2203.05482 • Published Mar 10, 2022 • 9