CombinHorizon/YiSM-blossom5.1-34B-SLERP

merge

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:

• altomek/YiSM-34B-0rn
• Azure99/blossom-v5.1-34b

Both are based on Yi-1.5

Configuration

The following YAML configuration was used to produce this model:

slices:
- sources:
  - model: altomek/YiSM-34B-0rn
    layer_range:
    - 0
    - 60
  - model: Azure99/blossom-v5.1-34b
    layer_range:
    - 0
    - 60
merge_method: slerp
base_model: altomek/YiSM-34B-0rn
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: 0.38
dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	31.09
IFEval (0-Shot)	50.33
BBH (3-Shot)	46.40
MATH Lvl 5 (4-Shot)	19.79
GPQA (0-shot)	14.09
MuSR (0-shot)	14.37
MMLU-PRO (5-shot)	41.56