my-first-blend

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

Merge Details

Merge Method

This model was merged using the task arithmetic merge method using mistralai/Mistral-7B-Instruct-v0.2 as a base.

Models Merged

The following models were included in the merge:

• SanjiWatsuki/Kunoichi-DPO-v2-7B
• paulml/NeuralOmniWestBeaglake-7B

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: SanjiWatsuki/Kunoichi-DPO-v2-7B
    parameters:
      weight: 0.4
  - model: paulml/NeuralOmniWestBeaglake-7B
    parameters:
      weight: 0.6
base_model: mistralai/Mistral-7B-Instruct-v0.2
merge_method: task_arithmetic
dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	63.66
AI2 Reasoning Challenge (25-Shot)	69.37
HellaSwag (10-Shot)	83.03
MMLU (5-Shot)	53.91
TruthfulQA (0-shot)	70.70
Winogrande (5-shot)	79.32
GSM8k (5-shot)	25.63