ChaoticNeutrals/Prima-LelantaclesV7-experimental-7b

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• Nitral-AI/Prima-LelantaclesV6.69-7b
• Nitral-AI/Prima-LelantaclesV6.31-7b

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: Nitral-AI/Prima-LelantaclesV6.69-7b
        layer_range: [0, 32]
      - model: Nitral-AI/Prima-LelantaclesV6.31-7b
        layer_range: [0, 32]
merge_method: slerp
base_model: Nitral-AI/Prima-LelantaclesV6.69-7b
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.	73.03
AI2 Reasoning Challenge (25-Shot)	70.65
HellaSwag (10-Shot)	87.94
MMLU (5-Shot)	64.67
TruthfulQA (0-shot)	67.45
Winogrande (5-shot)	84.69
GSM8k (5-shot)	62.77