metadata

base_model:
  - meta-llama/Llama-2-7b-hf
  - meta-llama/CodeLlama-7b-Instruct-hf
  - mrm8488/llama-2-coder-7b
library_name: transformers
tags:
  - mergekit
  - merge

merge

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

Merge Details

Merge Method

This model was merged using the DARE TIES 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
mrm8488/llama-2-coder-7b

Configuration

The following YAML configuration was used to produce this model:


models:
  - model: meta-llama/Llama-2-7b-hf
  - model: meta-llama/CodeLlama-7b-Instruct-hf
    parameters:
      density: 0.65
      weight: 1.0
  - model: mrm8488/llama-2-coder-7b
    parameters:
      density: 0.35
      weight: 0.5
merge_method: dare_ties
base_model: meta-llama/Llama-2-7b-hf
parameters:
  int8_mask: true
dtype: bfloat16