Ice0.37-18.11-RP

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:

• E:\FModels\Ice0.36-18.11-RP
• E:\FModels\Ice0.35-18.11-RP

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: E:\FModels\Ice0.36-18.11-RP
        layer_range: [0, 32]
      - model: E:\FModels\Ice0.35-18.11-RP
        layer_range: [0, 32]

merge_method: slerp
base_model: E:\FModels\Ice0.36-18.11-RP
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 # fallback for rest of tensors
dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	21.91
IFEval (0-Shot)	49.72
BBH (3-Shot)	31.04
MATH Lvl 5 (4-Shot)	6.42
GPQA (0-shot)	8.28
MuSR (0-shot)	12.21
MMLU-PRO (5-shot)	23.81