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flammenai/flammen-mistral-7B

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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flammen

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

Merge Details

Merge Method

This model was merged using the TIES merge method using bardsai/jaskier-7b-dpo-v5.6 as a base.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

yaml
models:
  - model: bardsai/jaskier-7b-dpo-v5.6
  - model: nbeerbower/bruphin-zeta
    parameters:
      density: 0.5
      weight: 0.5
  - model: Gille/StrangeMerges_16-7B-slerp
    parameters:
      density: 0.5
      weight: 0.3
merge_method: ties
base_model: bardsai/jaskier-7b-dpo-v5.6
parameters:
  normalize: true
dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

MetricValue
Avg.71.74
AI2 Reasoning Challenge (25-Shot)68.17
HellaSwag (10-Shot)87.06
MMLU (5-Shot)64.68
TruthfulQA (0-shot)63.02
Winogrande (5-shot)81.45
GSM8k (5-shot)66.03