metadata
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- dvilasuero/DistilabelBeagle14-7B
- teknium/OpenHermes-2.5-Mistral-7B
DistilabelCerberus-7B-slerp
DistilabelCerberus-7B-slerp is a merge of the following models using mergekit:
🧩 Configuration
slices:
- sources:
- model: dvilasuero/DistilabelBeagle14-7B
layer_range: [0, 32]
- model: teknium/OpenHermes-2.5-Mistral-7B
layer_range: [0, 32]
merge_method: slerp
base_model: teknium/OpenHermes-2.5-Mistral-7B
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16
Results
| ARC-C | Hellaswag | ThruthfulQA | Winogrande | GSM8K | |||
|---|---|---|---|---|---|---|---|
| OpenHermes-2.5-Mistral-7B | 61.26 | 65.22 | 52.24 | 78.06 | 26.08 | ||
| DistilabelBeagle14-7B | ? | ? | 71.66 | ? | ? | ||
| DistilabelCerberus-7B-slerp | 65.44 | 69.29 | 60.93 | 79.48 | 69.82 |