Alsebay/Lorge-2x7B-UAMM

merge

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

Merge Details

Merge Method

This model was merged using the passthrough merge method.

Models Merged

The following models were included in the merge:

• /content/models/testing-method

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: "/content/models/testing-method"
        layer_range: [0, 24]
  - sources: # add middle layers with residuals scaled to zero
      - model: "/content/models/testing-method"
        layer_range: [8, 24]
        parameters:
          scale:
            - filter: o_proj
              value: 0.0
            - filter: down_proj
              value: 0.0
            - value: 1.0
  - sources:
      - model: "/content/models/testing-method"
        layer_range: [24, 32]
merge_method: passthrough
dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	62.24
AI2 Reasoning Challenge (25-Shot)	67.75
HellaSwag (10-Shot)	81.09
MMLU (5-Shot)	59.75
TruthfulQA (0-shot)	60.41
Winogrande (5-shot)	76.80
GSM8k (5-shot)	27.67