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TeeZee/GALAXY_v03_slimorca_1_epoch_50k

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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TeeZee/GALAXY-XB-v1.03 ###

Experiment, can DUS be taken one or more steps further?

Technical notes:

  • —model v03 finetuned on 50k entries from SlimOrca dataset
  • —12 layers removed from both models, 4 more than in original paper but its 1/4 of all layers(48) as per original paper.
  • —base version of upstage/SOLAR-10.7B-v1.0 used for merge

To evaluate

  • —model performance after finetuning, did it recover initial performance loss after merge?

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

MetricValue
Avg.57.04
AI2 Reasoning Challenge (25-Shot)62.71
HellaSwag (10-Shot)84.58
MMLU (5-Shot)65.17
TruthfulQA (0-shot)47.30
Winogrande (5-shot)82.48
GSM8k (5-shot)0.00