Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks
Paper • 2312.06795 • Published • 2
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base_model:
This is a merge of pre-trained language models created using mergekit.
This model was merged using the Model Breadcrumbs with TIES merge method using saidutta69/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-heretic as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
merge_method: breadcrumbs_ties
base_model: saidutta69/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-heretic
models:
- model: saidutta69/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-heretic
- model: ewinregirgojr/MiniCPM5-1B-Agentic-Tooluse-v3-Merged-FP16
parameters:
weight: 0.6
density: 0.01
- model: ktruestory/minicpm5-1b-hermes-toolhv1
parameters:
weight: 0.7
density: 0.01
- model: MC7ever/MiniCPM5-1B-Agent-safetensors
parameters:
weight: 0.45
density: 0.01
- model: hudsongouge/minicpm5-1B-GLM-5.2-Agentic-v9
parameters:
weight: 0.35
density: 0.01
- model: Healshsj/MiniCPM5-1B-Reasoning-Agent-Ultra
parameters:
weight: 0.2
density: 0.01
dtype: bfloat16