Editing Models with Task Arithmetic
Paper
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2212.04089
•
Published
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7
This is a merge of pre-trained language models created using mergekit by Katy.
This model was merged using the task arithmetic merge method using TheBloke/Llama-2-13B-fp16 as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
base_model: TheBloke/Llama-2-13B-fp16
dtype: float16
merge_method: task_arithmetic
slices:
- sources:
- layer_range: [0, 40]
model: TheBloke/Llama-2-13B-fp16
- layer_range: [0, 40]
model: BlueNipples/TimeCrystal-l2-13B
parameters:
weight: 0.75
- layer_range: [0, 40]
model: cgato/Thespis-13b-DPO-v0.7
parameters:
weight: 0.23
- layer_range: [0, 40]
model: KoboldAI/LLaMA2-13B-Estopia
parameters:
weight: 0.15
- layer_range: [0, 40]
model: NeverSleep/Noromaid-13B-0.4-DPO
parameters:
weight: 0.2
- layer_range: [0, 40]
model: Doctor-Shotgun/cat-v1.0-13b
parameters:
weight: 0.03