IceEspressoRPv2-7b

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\IceTea21EnergyDrinkRPV13-DPOv4-bin
• G:\FModels\IceEspressoRPv1-7b-dpo-bin

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: G:\FModels\IceTea21EnergyDrinkRPV13-DPOv4-bin
        layer_range: [0, 32]
      - model: G:\FModels\IceEspressoRPv1-7b-dpo-bin
        layer_range: [0, 32]

merge_method: slerp
base_model: G:\FModels\IceEspressoRPv1-7b-dpo-bin
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.	21.25
IFEval (0-Shot)	49.77
BBH (3-Shot)	31.30
MATH Lvl 5 (4-Shot)	5.51
GPQA (0-shot)	5.26
MuSR (0-shot)	12.77
MMLU-PRO (5-shot)	22.90