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1slices:
2 - sources:
3 - model: HuggingFaceH4/zephyr-7b-beta
4 layer_range: [0, 32]
5 - model: NousResearch/Hermes-2-Pro-Mistral-7B
6 layer_range: [0, 32]
7merge_method: slerp
8base_model: HuggingFaceH4/zephyr-7b-beta
9parameters:
10 t:
11 - filter: self_attn
12 value: [0, 0.5, 0.3, 0.7, 1]
13 - filter: mlp
14 value: [1, 0.5, 0.7, 0.3, 0]
15 - value: 0.5
16dtype: bfloat161
2slices:
3 - sources:
4 - model: ./merge
5 layer_range: [0, 32]
6 - model: instructlab/merlinite-7b-lab
7 layer_range: [0, 32]
8merge_method: slerp
9base_model: ./merge
10parameters:
11 t:
12 - filter: self_attn
13 value: [0, 0.5, 0.3, 0.7, 1]
14 - filter: mlp
15 value: [1, 0.5, 0.7, 0.3, 0]
16 - value: 0.5
17dtype: bfloat16
18| Metric | Value |
|---|---|
| Avg. | 67.76 |
| AI2 Reasoning Challenge (25-Shot) | 64.25 |
| HellaSwag (10-Shot) | 85.47 |
| MMLU (5-Shot) | 64.89 |
| TruthfulQA (0-shot) | 53.57 |
| Winogrande (5-shot) | 79.16 |
| GSM8k (5-shot) | 59.21 |