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Mistral 7B Zephyr DPO V2

The Zephyr DPO recipe applied on top of Mistral 7B (new recipe with chatML format)

Model description

  • Model type: A 7.2B parameter GPT-like model fine-tuned on a mix of publicly available, synthetic datasets.
  • Language(s) (NLP): Primarily English
  • Finetuned from model: wandb/mistral-7b-zephyr-sft

Recipe

We trained using the alignment handbook recipe and logging to W&B

Visit the W&B workspace here

Compute provided by Lambda Labs - 8xA100 80GB node

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 63.22
AI2 Reasoning Challenge (25-Shot) 63.05
HellaSwag (10-Shot) 85.54
MMLU (5-Shot) 61.88
TruthfulQA (0-shot) 59.30
Winogrande (5-shot) 78.53
GSM8k (5-shot) 31.01
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Dataset used to train wandb/mistral-7b-zephyr-dpo

Evaluation results