ChaoticNeutrals/This_is_fine_7B

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