Nitral-Archive/Mika-Lelantacles-7b-Longtext

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• Nitral-AI/Mika-Longtext-7b
• ChaoticNeutrals/Prima-LelantaclesV7-experimental-7b

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: Nitral-AI/Mika-Longtext-7b
        layer_range: [0, 32]
      - model: ChaoticNeutrals/Prima-LelantaclesV7-experimental-7b
        layer_range: [0, 32]
merge_method: slerp
base_model: Nitral-AI/Mika-Longtext-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.	70.86
AI2 Reasoning Challenge (25-Shot)	67.66
HellaSwag (10-Shot)	86.34
MMLU (5-Shot)	63.29
TruthfulQA (0-shot)	70.15
Winogrande (5-shot)	79.79
GSM8k (5-shot)	57.92