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merge_method: dare_ties
base_model: CultriX/Qwen2.5-14B-Wernickev3
dtype: bfloat16
parameters:
epsilon: 0.0075
lambda: 2.1
normalize: true
adaptive_merge_parameters:
task_weights:
tinyArc: 2.1
tinyHellaswag: 1.9
tinyMMLU: 2.1
tinyTruthfulQA: 2.5
tinyTruthfulQA_mc1: 2.4
tinyWinogrande: 2.4
IFEval: 2.4
BBH: 2.3
MATH: 2.6
GPQA: 2.4
MUSR: 2.5
MMLU-PRO: 2.2
smoothing_factor: 0.05
gradient_clipping:
CultriX/Qwen2.5-14B-Wernickev3: 0.82
djuna/Q2.5-Veltha-14B-0.5: 0.84
qingy2019/Qwen2.5-Math-14B-Instruct: 0.87
CultriX/SeQwence-14Bv1: 0.8
CultriX/Qwen2.5-14B-Broca: 0.85
CultriX/Qwen2.5-14B-Brocav3: 0.83
CultriX/Qwen2.5-14B-Brocav7: 0.84
allknowingroger/QwenSlerp6-14B: 0.8
models:
- model: CultriX/Qwen2.5-14B-Wernickev3
parameters:
weight: 0.21
density: 0.78
- model: djuna/Q2.5-Veltha-14B-0.5
parameters:
weight: 0.2
density: 0.76
- model: qingy2019/Qwen2.5-Math-14B-Instruct
parameters:
weight: 0.18
density: 0.75
- model: CultriX/SeQwence-14Bv1
parameters:
weight: 0.17
density: 0.74
- model: CultriX/Qwen2.5-14B-Broca
parameters:
weight: 0.17
density: 0.74
- model: CultriX/Qwen2.5-14B-Brocav3
parameters:
weight: 0.15
density: 0.73
- model: CultriX/Qwen2.5-14B-Brocav7
parameters:
weight: 0.14
density: 0.72
- model: allknowingroger/QwenSlerp6-14B
parameters:
weight: 0.13
density: 0.72
tokenizer_source: CultriX/Qwen2.5-14B-Wernickev3
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