ChaoticNeutrals/Prodigy_7B

Wing

GGUF available here: https://huggingface.co./Lewdiculous/Prodigy_7B-GGUF-Imatrix

Big thanks to https://huggingface.co./Lewdiculous

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:

• macadeliccc/WestLake-7B-v2-laser-truthy-dpo
• ChaoticNeutrals/This_is_fine_7B

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: ChaoticNeutrals/This_is_fine_7B
        layer_range: [0, 32]
      - model: macadeliccc/WestLake-7B-v2-laser-truthy-dpo
        layer_range: [0, 32]
merge_method: slerp
base_model: macadeliccc/WestLake-7B-v2-laser-truthy-dpo
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
dtype: float16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	73.68
AI2 Reasoning Challenge (25-Shot)	71.59
HellaSwag (10-Shot)	88.09
MMLU (5-Shot)	64.92
TruthfulQA (0-shot)	68.57
Winogrande (5-shot)	84.53
GSM8k (5-shot)	64.37