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SLERP method to merge Mistral-7B-Instruct-v0.2 with 2 best models in 12th Dec on OpenLLM Leaderboard:1slices:
2 - sources:
3 - model: AIDC-ai-business/Marcoroni-7B-v3
4 layer_range: [0, 32]
5 - model: rwitz/go-bruins-v2
6 layer_range: [0, 32]
7merge_method: slerp
8base_model: mistralai/Mistral-7B-Instruct-v0.2
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: bfloat16<|im_start|>system
{system_message}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant{system_message}
### Instruction:
{prompt}
### Response:1337 with OpenAI compatible endpoints
| Metric | Value |
|---|---|
| Avg. | ? |
| ARC (25-shot) | ? |
| HellaSwag (10-shot) | ? |
| MMLU (5-shot) | ? |
| TruthfulQA (0-shot) | ? |
| Winogrande (5-shot) | ? |
| GSM8K (5-shot) | ? |