bruphin-epsilon/README.md

license, tags, base_model, model-index

license	tags	base_model	model-index
apache-2.0	mergekit merge	BarryFutureman/WildMarcoroni-Variant1-7B nbeerbower/bruphin-delta	name results bruphin-epsilon 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 72.1 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/bruphin-epsilon 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 88.09 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/bruphin-epsilon 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 65.04 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/bruphin-epsilon 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 66.95 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/bruphin-epsilon 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 83.82 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/bruphin-epsilon 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 70.51 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nbeerbower/bruphin-epsilon Open LLM Leaderboard

bruphin-epsilon

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• BarryFutureman/WildMarcoroni-Variant1-7B
• nbeerbower/bruphin-delta

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: nbeerbower/bruphin-delta
    layer_range: [0, 32]
  - model: BarryFutureman/WildMarcoroni-Variant1-7B
    layer_range: [0, 32]
merge_method: slerp
base_model: BarryFutureman/WildMarcoroni-Variant1-7B
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: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	74.42
AI2 Reasoning Challenge (25-Shot)	72.10
HellaSwag (10-Shot)	88.09
MMLU (5-Shot)	65.04
TruthfulQA (0-shot)	66.95
Winogrande (5-shot)	83.82
GSM8k (5-shot)	70.51