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UNA-POLAR-10.7B-InstructMath-v2

Model description

Its a UNA version with DPO over MathPILE Books out of the UNA-SOLAR-10.7B-Instruct-1.0

I used MathPILE OUTSTANDING Dataset of great Mathematic material in order to produce this beautiful model :)

Intended uses & limitations

If your model has inside UNA technology, cite.

Training and evaluation data

UNA-DPO over Attention and MLP's

Framework versions

  • PEFT 0.7.1
  • Transformers 4.36.2-UNA
  • Pytorch 2.1.2+cu121
  • Datasets 2.16.0
  • Tokenizers 0.15.

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 74.07
AI2 Reasoning Challenge (25-Shot) 70.73
HellaSwag (10-Shot) 88.20
MMLU (5-Shot) 66.03
TruthfulQA (0-shot) 71.73
Winogrande (5-shot) 82.95
GSM8k (5-shot) 64.75
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Evaluation results