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This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

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
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Model size
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Tensor type
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Evaluation results