llama2-codellama-taskarithmatic

models

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

Merge Details

Merge Method

This model was merged using the task arithmetic merge method using meta-llama/Llama-2-7b-hf as a base.

Models Merged

The following models were included in the merge:

• meta-llama/CodeLlama-7b-Instruct-hf
• meta-llama/CodeLlama-7b-Python-hf

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: meta-llama/Llama-2-7b-hf
  - model: meta-llama/CodeLlama-7b-Python-hf
    parameters:
      density: 0.55
      weight: 0.5
  - model: meta-llama/CodeLlama-7b-Instruct-hf
    parameters:
      density: 0.65
      weight: 0.5
base_model: meta-llama/Llama-2-7b-hf
merge_method: task_arithmetic
dtype: float16