Cookie_7B/README.md

license, library_name, tags, base_model, model-index

license	library_name	tags	base_model	model-index
other	transformers	mergekit merge	jeiku/SpaghettiOs_7B jeiku/Rainbow_69_7B	name results Cookie_7B 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 69.71 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Cookie_7B 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 87.57 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Cookie_7B 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 64.51 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Cookie_7B 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 66.88 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Cookie_7B 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 81.37 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Cookie_7B 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 61.18 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Cookie_7B Open LLM Leaderboard

Cookie

A reasonably logical model with a few datasets thrown in to increase RP abilities. This is a good candidate for a balanced 7B model that can provide assistant functionality alongside roleplaying or romantic endeavors.

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

Merge Details

Merge Method

This model was merged using the DARE TIES merge method using jeiku/SpaghettiOs_7B as a base.

Models Merged

The following models were included in the merge:

• jeiku/Rainbow_69_7B

Configuration

The following YAML configuration was used to produce this model:

merge_method: dare_ties
base_model: jeiku/SpaghettiOs_7B
parameters:
  normalize: true
models:
  - model: jeiku/SpaghettiOs_7B
    parameters:
      weight: 1
  - model: jeiku/Rainbow_69_7B
    parameters:
      weight: 1
dtype: float16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	71.87
AI2 Reasoning Challenge (25-Shot)	69.71
HellaSwag (10-Shot)	87.57
MMLU (5-Shot)	64.51
TruthfulQA (0-shot)	66.88
Winogrande (5-shot)	81.37
GSM8k (5-shot)	61.18