nlpguy/AlloyIngotNeoX

merged

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:

• bardsai/jaskier-7b-dpo-v4.3
• Gille/StrangeMerges_20-7B-slerp

Configuration

The following YAML configuration was used to produce this model:

base_model:
  model:
    path: Gille/StrangeMerges_20-7B-slerp
dtype: bfloat16
merge_method: slerp
parameters:
  t:
  - filter: self_attn
    value: [0.1, 0.3, 0.5, 0.7, 0.9]
  - filter: mlp
    value: [0.9, 0.7, 0.5, 0.3, 0.1]
  - value: 0.45
slices:
- sources:
  - layer_range: [0, 32]
    model:
      model:
        path: Gille/StrangeMerges_20-7B-slerp
  - layer_range: [0, 32]
    model:
      model:
        path: bardsai/jaskier-7b-dpo-v4.3

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	76.21
AI2 Reasoning Challenge (25-Shot)	74.32
HellaSwag (10-Shot)	89.07
MMLU (5-Shot)	64.97
TruthfulQA (0-shot)	74.57
Winogrande (5-shot)	84.53
GSM8k (5-shot)	69.83