Model Stock: All we need is just a few fine-tuned models
Paper
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2403.19522
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Published
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13
This is a merge of pre-trained language models created using mergekit.
This model was merged using the Model Stock merge method using DavidAU/DeepSeek-BlackRoot-R1-Distill-Llama-3.1-8B as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
out_dtype: bfloat16
merge_method: model_stock
base_model: DavidAU/DeepSeek-BlackRoot-R1-Distill-Llama-3.1-8B
models:
- model: Dunjeon/L3.1-8b-SkaiRim_Sundown_V1_Uncensored
parameters:
weight: 0.6
- model: kromeurus/L3.1-Siithamo-v0.4-8B
parameters:
weight: 0.6
- model: kromeurus/L3.1-Aglow-Vulca-v0.1-8B
parameters:
weight: 0.6
- model: Locutusque/Thespis-Llama-3.1-8B
parameters:
weight: 0.6
- model: mergekit-community/L3.1-Athena-d-8B
parameters:
weight: 0.6
- model: mergekit-community/L3.1-Athena-e-8B
parameters:
weight: 0.6
- model: AtlaAI/Selene-1-Mini-Llama-3.1-8B
parameters:
weight: 0.8
- model: DavidAU/L3.1-RP-Hero-BigTalker-8B
parameters:
weight: 0.8
- model: Hastagaras/Llama-3.1-Jamet-8B-MK.I
parameters:
weight: 0.8
- model: kromeurus/L3.1-Clouded-Uchtave-v0.1-8B
parameters:
weight: 0.8
- model: meta-llama/Llama-3.1-8B
parameters:
weight: 0.8
- model: Skywork/Skywork-o1-Open-Llama-3.1-8B
parameters:
weight: 0.8
- model: Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B
- model: DavidAU/L3.1-Dark-Planet-SpinFire-Uncensored-8B
- model: Hastagaras/Jamet-8B-L3-MK.V-Blackroot
- model: nothingiisreal/L3.1-8B-Celeste-V1.5
- model: deepseek-ai/DeepSeek-R1-Distill-Llama-8B
parameters:
weight: 1.2
- model: mergekit-community/L3.1-Athena-i-8B
parameters:
weight: 1.2
- model: meta-llama/Llama-3.1-8B-Instruct
parameters:
weight: 1.4