SuperBruphin-3x7B/README.md

license, tags, base_model, model-index

license	tags	base_model	model-index
apache-2.0	mergekit moe	nbeerbower/bruphin-epsilon FelixChao/WestSeverus-7B-DPO-v2 jondurbin/airoboros-m-7b-3.1.2	name results SuperBruphin-3x7B task dataset metrics source type name text-generation Text Generation name type config split args AI2 Reasoning Challenge (25-Shot) ai2_arc ARC-Challenge test num_few_shot 25 type value name acc_norm 71.16 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/SuperBruphin-3x7B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type split args HellaSwag (10-Shot) hellaswag validation num_few_shot 10 type value name acc_norm 87.74 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/SuperBruphin-3x7B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args MMLU (5-Shot) cais/mmlu all test num_few_shot 5 type value name acc 64.58 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/SuperBruphin-3x7B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args TruthfulQA (0-shot) truthful_qa multiple_choice validation num_few_shot 0 type value mc2 66.85 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/SuperBruphin-3x7B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args Winogrande (5-shot) winogrande winogrande_xl validation num_few_shot 5 type value name acc 81.53 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/SuperBruphin-3x7B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args GSM8k (5-shot) gsm8k main test num_few_shot 5 type value name acc 70.66 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/SuperBruphin-3x7B Open LLM Leaderboard

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