allknowingroger/Ph3della5-14B

merge

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the della_linear merge method using jpacifico/Chocolatine-14B-Instruct-DPO-v1.2 as a base.

Models Merged

The following models were included in the merge:

• jpacifico/Chocolatine-14B-Instruct-DPO-v1.1

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: jpacifico/Chocolatine-14B-Instruct-DPO-v1.2
    parameters:
      weight: 0.5
      density: 0.8
  - model: jpacifico/Chocolatine-14B-Instruct-DPO-v1.1
    parameters:
      weight: 0.5
      density: 0.8
merge_method: della_linear
base_model: jpacifico/Chocolatine-14B-Instruct-DPO-v1.2
parameters:
  epsilon: 0.05
  lambda: 1
  int8_mask: true
dtype: float16
tokenzer_source: union

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	29.92
IFEval (0-Shot)	47.99
BBH (3-Shot)	48.41
MATH Lvl 5 (4-Shot)	14.35
GPQA (0-shot)	12.30
MuSR (0-shot)	14.36
MMLU-PRO (5-shot)	42.08