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TeeZee/NEBULA-XB-v1.0_SFT_2_epoch

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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TeeZee/NEBULA-XB-v1.0SFT2_epoch ###

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

Technical notes:

  • —pretrained model NEBULA-XB-v1.0 finetuned on 30k entries from Merge_Glue dataset
  • —18 layers removed from both models of finetuned GALAXY-XB-v03
  • —model has 108 layers (((48-12)2)-18)2 = 108
  • —second step in scaling DUS procedure

To evaluate

  • —model performance after merge, should be a little lover that GALAXY finetuned on 50k of slimorca

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

MetricValue
Avg.58.02
AI2 Reasoning Challenge (25-Shot)63.05
HellaSwag (10-Shot)85.07
MMLU (5-Shot)65.41
TruthfulQA (0-shot)52.06
Winogrande (5-shot)82.24
GSM8k (5-shot)0.30