Nitral-AI/Hex-Macaroniac-7b

Thanks to @konz00 for the GGUF Quants: https://huggingface.co/konz00/Hex-Macaroniac-7b-GGUF

Models Merged

The following models were included in the merge:

• jeiku/SpaghettiOs_7B
• jeiku/Nitrals_Monster_7B

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: jeiku/SpaghettiOs_7B
        layer_range: [0, 32]
      - model: jeiku/Nitrals_Monster_7B
        layer_range: [0, 32]
merge_method: slerp
base_model: jeiku/SpaghettiOs_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.	66.64
AI2 Reasoning Challenge (25-Shot)	65.53
HellaSwag (10-Shot)	84.68
MMLU (5-Shot)	62.43
TruthfulQA (0-shot)	55.93
Winogrande (5-shot)	78.30
GSM8k (5-shot)	52.99