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Noromaid-Aeryth-7B

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

Merge Details

Merge Method

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:

base_model: NeverSleep/Noromaid-7b-v0.2
dtype: float16
merge_method: slerp
parameters:
  t:
  - filter: self_attn
    value: [0.22, 0.61, 0.46, 0.77, 1.0]
  - filter: mlp
    value: [0.78, 0.39, 0.54, 0.23, 0.0]
  - value: 0.5
slices:
- sources:
  - layer_range: [0, 32]
    model: NeuralNovel/Aeryth-7B-v0.1

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 57.82
AI2 Reasoning Challenge (25-Shot) 56.74
HellaSwag (10-Shot) 78.62
MMLU (5-Shot) 57.29
TruthfulQA (0-shot) 65.66
Winogrande (5-shot) 71.82
GSM8k (5-shot) 16.76
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Tensor type
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Evaluation results