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<|im_start|>system
{system}<|im_end|>
<|im_start|>user
{user}<|im_end|>
<|im_start|>assistant
{asistant}<|im_end|>### System:
{system}
### User:
{user}
### Assistant:1
2slices:
3 - sources:
4 - model: teknium/OpenHermes-2.5-Mistral-7B
5 layer_range: [0, 32]
6 - model: Intel/neural-chat-7b-v3-2
7 layer_range: [0, 32]
8merge_method: slerp
9base_model: mistralai/Mistral-7B-v0.1
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 # fallback for rest of tensors
17dtype: float16
18| Metric | Value |
|---|---|
| Avg. | 70.2 |
| ARC (25-shot) | 67.49 |
| HellaSwag (10-shot) | 85.42 |
| MMLU (5-shot) | 64.13 |
| TruthfulQA (0-shot) | 61.05 |
| Winogrande (5-shot) | 80.3 |
| GSM8K (5-shot) | 63.08 |