Resolving Interference When Merging Models
Paper
β’
2306.01708
β’
Published
β’
15
This is a merge of pre-trained language models created using mergekit.
This model was merged using the TIES merge method using MaziyarPanahi/Llama-3-8B-Instruct-v0.9 as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: MaziyarPanahi/Llama-3-8B-Instruct-v0.9
#no parameters necessary for base model
- model: NousResearch/Hermes-2-Pro-Llama-3-8B
parameters:
density: 0.5
weight: 0.8
- model: nbeerbower/llama-3-gutenberg-8B
parameters:
density: 0.5
weight: 0.8
merge_method: ties
base_model: MaziyarPanahi/Llama-3-8B-Instruct-v0.9
parameters:
normalize: false
int8_mask: true
dtype: float16