Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
Paper • 2311.03099 • Published • 33
This is a merge of pre-trained language models created using mergekit.
This model was merged using the DARE TIES merge method using deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: /local/scratch/zli2255/workspace/MergeExpert/checkpoints/baselines_openrs/len_MRL4096_ROLLOUT4_LR5e-7/global_step_30/actor/huggingface
parameters:
weight: 0.5
density: 0.5
- model: /local/scratch/zli2255/workspace/MergeExpert/checkpoints/baselines_openrs/accfmt_MRL4096_ROLLOUT4_LR5e-7/global_step_54/actor/huggingface
parameters:
weight: 0.5
density: 0.5
merge_method: dare_ties
parameters:
normalize: true
dtype: bfloat16
base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
Base model
deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B