README.md

metadata

base_model:
  - HuggingFaceH4/zephyr-7b-beta
  - meta-llama/Llama-2-7b-chat-hf
library_name: transformers
tags:
  - mergekit
  - merge

zephyr-llama2-7b-ties

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 HuggingFaceH4/zephyr-7b-beta as a base.

Models Merged

The following models were included in the merge:

• meta-llama/Llama-2-7b-chat-hf

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: HuggingFaceH4/zephyr-7b-beta
  - model: meta-llama/Llama-2-7b-chat-hf
    parameters:
        density: 0.1
        weight:   # weight gradient
        - filter: mlp
          value: 0.1
        - value: 0
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-beta
parameters:
  normalize: true
  int8_mask: true
dtype: float16