kubwa/kubwa-7b-josh

sqlcoder-7b-2-slerp

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:

• beomi/llama-2-ko-7b
• defog/sqlcoder-7b-2

Configuration

The following YAML configuration was used to produce this model:

base_model:
  model:
    path: defog/sqlcoder-7b-2
dtype: float16
merge_method: slerp
parameters:
  t:
  - filter: self_attn
    value: [0.0, 0.5, 0.3, 0.7, 1.0]
  - filter: mlp
    value: [1.0, 0.5, 0.7, 0.3, 0.0]
  - value: 0.5
slices:
- sources:
  - layer_range: [0, -1]
    model:
      model:
        path: defog/sqlcoder-7b-2
  - layer_range: [0, -1]
    model:
      model:
        path: beomi/llama-2-ko-7b