experts_ties_7B

ties_experts

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 codellama/CodeLlama-7b-hf as a base.

Models Merged

The following models were included in the merge:

• MrezaPRZ/CodeLlama-7B-sqlite-expert
• MrezaPRZ/CodeLlama-7B-bigquery-expert
• MrezaPRZ/CodeLlama-7B-postgres-expert

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: MrezaPRZ/CodeLlama-7B-sqlite-expert
    parameters:
      density: 0.5
      weight: 0.33
  - model: MrezaPRZ/CodeLlama-7B-bigquery-expert
    parameters:
      density: 0.5
      weight: 0.33
  - model: MrezaPRZ/CodeLlama-7B-postgres-expert
    parameters:
      density: 0.5
      weight: 0.33
merge_method: ties
base_model: codellama/CodeLlama-7b-hf
parameters:
  normalize: true
dtype: bfloat16