dhbacmes-3b-slerp
dhbacmes-3b-slerp is a merge of the following models using mergekit:
🧩 Configuration
slices:
- sources:
- model: liminerity/herbaccbaccules-3b-slerp
layer_range: [0, 40]
- model: KnutJaegersberg/Deita-2b
layer_range: [0, 40]
merge_method: slerp
base_model: liminerity/herbaccbaccules-3b-slerp
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: float16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 53.02 |
| AI2 Reasoning Challenge (25-Shot) | 45.22 |
| HellaSwag (10-Shot) | 70.77 |
| MMLU (5-Shot) | 52.94 |
| TruthfulQA (0-shot) | 40.41 |
| Winogrande (5-shot) | 65.11 |
| GSM8k (5-shot) | 43.67 |
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Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard45.220
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard70.770
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard52.940
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard40.410
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard65.110
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard43.670