metadata
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- gordicaleksa/YugoGPT
- HuggingFaceH4/zephyr-7b-beta
Zamfir-7B-slerp
Zamfir-7B-slerp is a merge of the following models using mergekit:
🧩 Configuration
slices:
- sources:
- model: gordicaleksa/YugoGPT
layer_range: [0, 32]
- model: HuggingFaceH4/zephyr-7b-beta
layer_range: [0, 32]
merge_method: slerp
base_model: HuggingFaceH4/zephyr-7b-beta
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-E | ARC-C | Hellaswag | BoolQ | Winogrande | OpenbookQA | PiQA | NQ Open | TriviaQA | Avg. | |
|---|---|---|---|---|---|---|---|---|---|---|
| Zamfir-7B | 51.85 | 32.25 | 46.03 | 75.59 | 62.59 | 26.00 | 66.81 | 16.09 | 36.11 | 45.92 |
| Mustra-7B | 52.95 | 33.70 | 45.89 | 77.55 | 64.17 | 30.60 | 67.25 | 15.40 | 34.84 | 46.93 |