metadata
base_model:
- NousResearch/Meta-Llama-3-8B-Instruct
library_name: transformers
tags:
- mergekit
- merge
This is meant for further finetuning, it is iffy as-is. Made using a new structure I call "ripple merge" that works backwards and forwards through the model.
Other frankenmerge methods were failing at sizes over 11b.
Llama-3-15b-Instruct
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the passthrough merge method.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
slices:
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [0, 15]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [14, 15]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [13, 14]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [12, 13]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [11, 12]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [10, 11]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [9, 10]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [8, 23]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [21, 22]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [20, 21]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [19, 20]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [18, 19]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [17, 18]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [16, 17]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [15, 16]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [14, 15]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [13, 14]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [12, 13]
- sources:
- model: NousResearch/Meta-Llama-3-8B-Instruct
layer_range: [12, 32]
merge_method: passthrough
dtype: float16