Resolving Interference When Merging Models
Paper
• 2306.01708 • Published
• 17
This is a merge of pre-trained language models created using mergekit.
This model was merged using the TIES merge method using unsloth/Llama-3.2-3B-Instruct-bnb-4bit as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: unsloth/Llama-3.2-3B-Instruct-bnb-4bit
parameters:
density: 0.5
weight: 0.5
- model: taareshg/Llama-3.2-3B-Instruct-En-Hi-merge-200k
parameters:
density: 0.5
weight: 0.5
merge_method: ties
base_model: unsloth/Llama-3.2-3B-Instruct-bnb-4bit
parameters:
normalize: false
int8_mask: true
dtype: float16