SuperBruphin-3x7B

This is an experimental MoE model created using mergekit. (mixtral branch)

Models Merged

The following models were included in the merge:

• nbeerbower/bruphin-epsilon
• FelixChao/WestSeverus-7B-DPO-v2
• jondurbin/airoboros-m-7b-3.1.2

Configuration

The following YAML configuration was used to produce this model:

base_model: nbeerbower/bruphin-epsilon
gate_mode: hidden
dtype: bfloat16
experts:
  - source_model: nbeerbower/bruphin-epsilon
    positive_prompts:
        - "Tell a story."
  - source_model: FelixChao/WestSeverus-7B-DPO-v2
    positive_prompts:
        - "Solve this problem."
  - source_model: jondurbin/airoboros-m-7b-3.1.2
    positive_prompts:
        - "Write a letter."

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	73.75
AI2 Reasoning Challenge (25-Shot)	71.16
HellaSwag (10-Shot)	87.74
MMLU (5-Shot)	64.58
TruthfulQA (0-shot)	66.85
Winogrande (5-shot)	81.53
GSM8k (5-shot)	70.66