LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT_ML

"Success comes from defining each task in achievable steps. Every completed step is a success that brings you closer to your goal. If your steps are unreachable, failure is inevitable. Winners create more winners, while losers do the opposite. Success is a game of winners!"

— # Leroy Dyer (1972-Present)

“Epochs are the key to effective training, rather than merely mass dumping examples—unless those examples are interconnected within a single or multiple conversations that teach through dialogue.”

The Human AI .

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

Merge Details

Merge Method

This model was merged using the linear merge method.

Models Merged

The following models were included in the merge:

• LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b
• LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT
• LeroyDyer/LCARS_TOP_SCORE
• LeroyDyer/LCARS_AI_StarTrek_Computer

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT
    parameters:
      weight: 0.764
  - model: LeroyDyer/LCARS_TOP_SCORE
    parameters:
      weight: 0.564
  - model: LeroyDyer/LCARS_AI_StarTrek_Computer
    parameters:
      weight: 0.264
  - model: LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b
    parameters:
      weight: 0.564
merge_method: linear
dtype: float16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	13.91
IFEval (0-Shot)	37.52
BBH (3-Shot)	15.60
MATH Lvl 5 (4-Shot)	2.42
GPQA (0-shot)	5.70
MuSR (0-shot)	10.92
MMLU-PRO (5-shot)	11.32