Llama-3-8B-Instruct_alfja_0.5-merged

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:

/content/mergekit/mergekit/models/Llama-3-8B-Instruct-Ja
/content/mergekit/mergekit/models/Meta-Llama-3-8B-Instruct

Configuration

The following YAML configuration was used to produce this model:


models:
  - model: /content/mergekit/mergekit/models/Meta-Llama-3-8B-Instruct
    parameters:
      weight: 0.5
  - model: /content/mergekit/mergekit/models/Llama-3-8B-Instruct-Ja
    parameters:
      weight: 0.5
merge_method: linear
dtype: float16

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Safetensors

Model size

8B params

Tensor type

F16

Paper for itwk/Llama-3-8B-Instruct_mergelinear_alfja0.5

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

Paper • 2203.05482 • Published Mar 10, 2022 • 8