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occultml/Helios-10.7B-v2

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face

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Helios-10.7B-v2

This model is a merge of the following models made with mergekit:

—jeonsworld/CarbonVillain-en-10.7B-v2
—kekmodel/StopCarbon-10.7B-v5

🧩 Configuration

yaml

slices:
  - sources:
      - model: jeonsworld/CarbonVillain-en-10.7B-v2
        layer_range: [0, 32]
      - model: kekmodel/StopCarbon-10.7B-v5
        layer_range: [0, 32]
merge_method: slerp
base_model: jeonsworld/CarbonVillain-en-10.7B-v4
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.	42.25
AI2 Reasoning Challenge (25-Shot)	39.16
HellaSwag (10-Shot)	46.63
MMLU (5-Shot)	41.57
TruthfulQA (0-shot)	55.51
Winogrande (5-shot)	70.64
GSM8k (5-shot)	0.00