PlumCode
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the della merge method using meta-llama/Llama-3.1-8B-Instruct as a base.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
merge_method: della
dtype: bfloat16
parameters:
normalize: true
models:
- model: ValiantLabs/Llama3.1-8B-ShiningValiant2
parameters:
density: 0.5
weight: 0.3
- model: ValiantLabs/Llama3.1-8B-Enigma
parameters:
density: 0.5
weight: 0.25
base_model: meta-llama/Llama-3.1-8B-Instruct
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 9.77 |
| IFEval (0-Shot) | 20.45 |
| BBH (3-Shot) | 8.50 |
| MATH Lvl 5 (4-Shot) | 2.42 |
| GPQA (0-shot) | 3.47 |
| MuSR (0-shot) | 8.97 |
| MMLU-PRO (5-shot) | 14.84 |