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1.0 from 0.8.
Merges with higher densities have shown consistent improvement, and an earlier Evolve Merge test showed that the best density with this model configuration was at 1.0.1base_model: unsloth/Meta-Llama-3.1-8B-Instruct
2dtype: bfloat16
3merge_method: dare_ties
4slices:
5- sources:
6 - layer_range: [0, 32]
7 model: akjindal53244/Llama-3.1-Storm-8B
8 parameters:
9 density: 1.0
10 weight: 0.25
11 - layer_range: [0, 32]
12 model: arcee-ai/Llama-3.1-SuperNova-Lite
13 parameters:
14 density: 1.0
15 weight: 0.33
16 - layer_range: [0, 32]
17 model: SicariusSicariiStuff/LLAMA-3_8B_Unaligned_BETA
18 parameters:
19 density: 1.0
20 weight: 0.42
21 - layer_range: [0, 32]
22 model: unsloth/Meta-Llama-3.1-8B-Instruct
23tokenizer_source: base| Metric | Value |
|---|---|
| Avg. | 28.44 |
| IFEval (0-Shot) | 77.86 |
| BBH (3-Shot) | 29.56 |
| MATH Lvl 5 (4-Shot) | 14.65 |
| GPQA (0-shot) | 6.26 |
| MuSR (0-shot) | 11.09 |
| MMLU-PRO (5-shot) | 31.25 |