Ice0.16-02.10-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:

• G:\FModels\Ice0.15-02.10-RP
• D:\MyMerge\Result\Ice0.15-02.10-RP-02.10-DPO

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: G:\FModels\Ice0.15-02.10-RP
        layer_range: [0, 32]
      - model: D:\MyMerge\Result\Ice0.15-02.10-RP-02.10-DPO
        layer_range: [0, 32]

merge_method: slerp
base_model: D:\MyMerge\Result\Ice0.15-02.10-RP-02.10-DPO
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.	20.95
IFEval (0-Shot)	50.69
BBH (3-Shot)	29.58
MATH Lvl 5 (4-Shot)	5.14
GPQA (0-shot)	3.91
MuSR (0-shot)	13.41
MMLU-PRO (5-shot)	22.97