README.md

metadata

base_model:
  - deepseek-ai/deepseek-coder-6.7b-instruct
  - m-a-p/OpenCodeInterpreter-DS-6.7B
  - deepseek-ai/deepseek-coder-6.7b-base
library_name: transformers
tags:
  - mergekit
  - merge

output-model-directory

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 deepseek-ai/deepseek-coder-6.7b-base as a base.

Models Merged

The following models were included in the merge:

• deepseek-ai/deepseek-coder-6.7b-instruct
• m-a-p/OpenCodeInterpreter-DS-6.7B

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: deepseek-ai/deepseek-coder-6.7b-instruct
    parameters:
      density: [1, 0.7, 0.1] # density gradient
      weight: 1.0
  - model: m-a-p/OpenCodeInterpreter-DS-6.7B
    parameters:
      density: 0.5
      weight: [0, 0.3, 0.7, 1] # weight gradient
 # - model: NousResearch/Nous-Hermes-llama-2-7b
  #  parameters:
   #   density: 0.33
    #  weight:
     #   - filter: mlp
      #    value: 0.5
       # - value: 0
merge_method: ties
base_model: deepseek-ai/deepseek-coder-6.7b-base
parameters:
  normalize: true
  int8_mask: true
dtype: float16