merge
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the breadcrumbs_ties merge method using NousResearch/Meta-Llama-3-8B-Instruct as a base.
Models Merged
The following models were included in the merge:
- AwanLLM/Awanllm-Llama-3-8B-Cumulus-v1.0
- DevQuasar/llama3_8b_chat_brainstorm
- NousResearch/Hermes-2-Theta-Llama-3-8B
- chujiezheng/Llama-3-Instruct-8B-SimPO-ExPO
- openchat/openchat-3.6-8b-20240522
- nbeerbower/llama-3-gutenberg-8B
- saishf/Neural-SOVLish-Devil-8B-L3
Configuration
The following YAML configuration was used to produce this model:
models:
- model: NousResearch/Meta-Llama-3-8B-Instruct
- model: NousResearch/Hermes-2-Theta-Llama-3-8B # 6/10
parameters:
density: 0.4
weight: 0.15
- model: openchat/openchat-3.6-8b-20240522 # 5/10
parameters:
density: 0.3
weight: 0.11
- model: DevQuasar/llama3_8b_chat_brainstorm # 6/10
parameters:
density: 0.4
weight: 0.15
- model: AwanLLM/Awanllm-Llama-3-8B-Cumulus-v1.0 # 6/10
parameters:
density: 0.4
weight: 0.15
- model: chujiezheng/Llama-3-Instruct-8B-SimPO-ExPO # 6/10
parameters:
density: 0.4
weight: 0.15
- model: saishf/Neural-SOVLish-Devil-8B-L3 # 6/10
parameters:
density: 0.4
weight: 0.15
- model: nbeerbower/llama-3-gutenberg-8B # 6/10
parameters:
density: 0.4
weight: 0.15
merge_method: breadcrumbs_ties
base_model: NousResearch/Meta-Llama-3-8B-Instruct
parameters:
normalize: false
rescale: true
gamma: 0.01
dtype: float16
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