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UNA-POLAR-10.7B-InstructMath-v2 – AI Model by fblgit | AlphaNeural AI
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UNA-POLAR-10.7B-InstructMath-v2
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transformers
safetensors
llama
text-generation
UNA
SOLAR
MathPILE
conversational
en
GAIR/MathPile
cc-by-nc-nd-4.0
model-index
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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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
