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
Downloads last month
2,006
Safetensors
Model size
10.7B params
Tensor type
FP16
Β·
Inference Providers NEW
This model is not currently available via any of the supported Inference Providers.

Model tree for fblgit/UNA-POLAR-10.7B-InstructMath-v2

Quantizations
3 models

Dataset used to train fblgit/UNA-POLAR-10.7B-InstructMath-v2

Spaces using fblgit/UNA-POLAR-10.7B-InstructMath-v2 7

Evaluation results