This_is_fine_7B/README.md

license, library_name, tags, base_model, model-index

license	library_name	tags	base_model	model-index
other	transformers	mergekit merge	jeiku/NarrativeNexus_7B mlabonne/AlphaMonarch-7B CultriX/NeuralTrix-bf16 jeiku/Cookie_7B jeiku/Luna_7B	name results This_is_fine_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 70.31 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/This_is_fine_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 87.28 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/This_is_fine_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/This_is_fine_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 65.79 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/This_is_fine_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 81.61 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/This_is_fine_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 62.77 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/This_is_fine_7B Open LLM Leaderboard

Fine

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 mlabonne/AlphaMonarch-7B as a base.

Models Merged

The following models were included in the merge:

• jeiku/NarrativeNexus_7B
• CultriX/NeuralTrix-bf16
• jeiku/Cookie_7B
• jeiku/Luna_7B

Configuration

The following YAML configuration was used to produce this model:

merge_method: dare_ties
base_model: mlabonne/AlphaMonarch-7B
parameters:
  normalize: true
models:
  - model: jeiku/Luna_7B
    parameters:
      weight: 0.75
  - model: jeiku/Cookie_7B
    parameters:
      weight: 1
  - model: jeiku/NarrativeNexus_7B
    parameters:
      weight: 0.5
  - model: CultriX/NeuralTrix-bf16
    parameters:
      weight: 0.75
  - model: mlabonne/AlphaMonarch-7B
    parameters:
      weight: 1           
dtype: float16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	72.05
AI2 Reasoning Challenge (25-Shot)	70.31
HellaSwag (10-Shot)	87.28
MMLU (5-Shot)	64.51
TruthfulQA (0-shot)	65.79
Winogrande (5-shot)	81.61
GSM8k (5-shot)	62.77