WestOrcaNeural-V2-DARETIES-7B

WestOrcaNeural-V2-DARETIES-7B is a merge of the following models using mergekit:

• decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
• senseable/WestLake-7B-v2
• mlabonne/NeuralBeagle14-7B

🧩 Configuration

models:
  - model: mistralai/Mistral-7B-v0.1
    # no parameters necessary for base model
  - model: decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
    parameters:
      density: 0.6
      weight: 0.35
  - model: senseable/WestLake-7B-v2
    parameters:
      density: 0.65
      weight: 0.4
  - model: mlabonne/NeuralBeagle14-7B
    parameters:
      density: 0.55
      weight: 0.25
merge_method: dare_ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
  int8_mask: true
dtype: float16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	74.53
AI2 Reasoning Challenge (25-Shot)	72.10
HellaSwag (10-Shot)	88.21
MMLU (5-Shot)	64.64
TruthfulQA (0-shot)	67.81
Winogrande (5-shot)	83.74
GSM8k (5-shot)	70.66