Tom Goldstein's Lab at University of Maryland, College Park

university

http://www.cs.umd.edu/~tomg/

AI & ML interests

AI security & privacy, algorithmic bias, foundations of ML

Recent Activity

montehoover updated a dataset 19 days ago

tomg-group-umd/promptpatrol

smcleish authored a paper 27 days ago

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

leonli66 authored a paper 27 days ago

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

View all activity

Papers

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

Gemstones: A Model Suite for Multi-Faceted Scaling Laws

View all Papers

tomg-group-umd 's models 138

tomg-group-umd/Gemstone-1024x28_cooldown

Text Generation • 0.5B • Updated Feb 15 • 10

tomg-group-umd/Gemstone-384x36_cooldown

Text Generation • 0.1B • Updated Feb 15 • 14

tomg-group-umd/Gemstone-1792x7_cooldown

Text Generation • 0.5B • Updated Feb 15 • 17

tomg-group-umd/Gemstone-512x16_cooldown

Text Generation • 0.1B • Updated Feb 15 • 10

tomg-group-umd/Gemstone-384x13_cooldown

Text Generation • 66.8M • Updated Feb 15 • 7

tomg-group-umd/Gemstone-3072x12_lr_ablation

Text Generation • 2B • Updated Feb 11 • 6

tomg-group-umd/Gemstone-256x23_lr_ablation

Text Generation • 48.4M • Updated Feb 10 • 9

tomg-group-umd/Gemstone-1024x28_lr_ablation

Text Generation • 0.5B • Updated Feb 10 • 10

tomg-group-umd/Gemstone-384x13_lr_ablation

Text Generation • 66.8M • Updated Feb 10 • 4

tomg-group-umd/Gemstone-2048x27_lr_ablation

Text Generation • 2B • Updated Feb 10 • 5

tomg-group-umd/Gemstone-512x16_lr_ablation

Text Generation • 0.1B • Updated Feb 10 • 5

tomg-group-umd/Gemstone-384x36_lr_ablation

Text Generation • 0.1B • Updated Feb 10 • 5

tomg-group-umd/Gemstone-1792x18_lr_ablation

Text Generation • 1B • Updated Feb 10 • 8

tomg-group-umd/Gemstone-2560x8_lr_ablation

Text Generation • 1B • Updated Feb 10 • 7

tomg-group-umd/Gemstone-1536x50_lr_ablation

Text Generation • 2B • Updated Feb 10 • 5

tomg-group-umd/Gemstone-1280x36_lr_ablation

Text Generation • 1B • Updated Feb 10 • 4

tomg-group-umd/Gemstone-1792x7_lr_ablation

Text Generation • 0.5B • Updated Feb 10 • 9

tomg-group-umd/Gemstone-768x45_lr_ablation

Text Generation • 0.5B • Updated Feb 10 • 5

tomg-group-umd/Gemstone-1280x15_lr_ablation

Text Generation • 0.5B • Updated Feb 10 • 8

tomg-group-umd/Gemstone-768x3_lr_ablation

Text Generation • 0.1B • Updated Feb 10 • 5

tomg-group-umd/Gemstone-256x80_lr_ablation

Text Generation • 0.1B • Updated Feb 10 • 7

tomg-group-umd/Gemstone-512x13_lr_ablation

Text Generation • 0.1B • Updated Feb 10 • 6

tomg-group-umd/Gemstone-512x12_lr_ablation

Text Generation • 98.7M • Updated Feb 10 • 4

tomg-group-umd/Gemstone-256x71_lr_ablation

Text Generation • 95.6M • Updated Feb 10 • 6

tomg-group-umd/Gemstone-256x27_lr_ablation

Text Generation • 52.3M • Updated Feb 10 • 6

tomg-group-umd/Gemstone-512x16

Text Generation • 0.1B • Updated Feb 9 • 48

tomg-group-umd/Gemstone-3072x12

Text Generation • 2B • Updated Feb 9 • 66

tomg-group-umd/Gemstone-768x45

Text Generation • 0.5B • Updated Feb 9 • 110

tomg-group-umd/Gemstone-256x27

Text Generation • 52.3M • Updated Feb 9 • 52

tomg-group-umd/Gemstone-2560x8

Text Generation • 1B • Updated Feb 7 • 49 • 1