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 16 days ago

tomg-group-umd/promptpatrol

smcleish authored a paper 24 days ago

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

leonli66 authored a paper 24 days ago

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

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Papers

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

Gemstones: A Model Suite for Multi-Faceted Scaling Laws

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tomg-group-umd 's models 138

tomg-group-umd/step-00010752-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17 • 16

tomg-group-umd/huginn_swa_100_10_avg_0.9_merge

Text Generation • 4B • Updated Jul 17 • 16

tomg-group-umd/LoRI-S_safety_mistral7b_rank_64

Text Generation • Updated Apr 14 • 4 • 1

tomg-group-umd/LoRI-S_safety_mistral7b_rank_32

Text Generation • Updated Apr 14 • 5

tomg-group-umd/LoRI-S_safety_llama3_rank_32

Text Generation • Updated Apr 14 • 3 • 1

tomg-group-umd/LoRI-S_nlu_mistral7b_rank_32

Text Generation • Updated Apr 14 • 6

tomg-group-umd/LoRI-S_nlu_mistral7b_rank_64

Text Generation • Updated Apr 14 • 4

tomg-group-umd/LoRI-S_math_mistral7b_rank_32

Text Generation • Updated Apr 14 • 5

tomg-group-umd/LoRI-S_math_mistral7b_rank_64

Text Generation • Updated Apr 14 • 5

tomg-group-umd/LoRI-S_math_llama3_rank_64

Text Generation • Updated Apr 14 • 8

tomg-group-umd/LoRI-S_math_llama3_rank_32

Text Generation • Updated Apr 14 • 3

tomg-group-umd/LoRI-S_continual_safety_nlu

Text Generation • Updated Apr 14 • 4

tomg-group-umd/LoRI-S_continual_safety_math

Text Generation • Updated Apr 14 • 4

tomg-group-umd/LoRI-S_continual_safety_code

Text Generation • Updated Apr 14 • 7

tomg-group-umd/LoRI-S_code_mistral7b_rank_64

Text Generation • Updated Apr 14 • 4

tomg-group-umd/LoRI-S_code_mistral7b_rank_32

Text Generation • Updated Apr 14 • 6

tomg-group-umd/LoRI-D_safety_mistral7b_rank_64

Text Generation • Updated Apr 14 • 1

tomg-group-umd/LoRI-D_safety_mistral7b_rank_32

Text Generation • Updated Apr 14 • 4

tomg-group-umd/LoRI-D_nlu_mistral7b_rank_64

Text Generation • Updated Apr 14 • 6

tomg-group-umd/LoRI-D_nlu_mistral7b_rank_32

Text Generation • Updated Apr 14 • 4

tomg-group-umd/LoRI-D_math_mistral7b_rank_64

Text Generation • Updated Apr 14 • 3

tomg-group-umd/LoRI-D_math_mistral7b_rank_32

Text Generation • Updated Apr 14 • 6

tomg-group-umd/LoRI-D_math_llama3_rank_64

Text Generation • Updated Apr 14 • 4

tomg-group-umd/LoRI-D_math_llama3_rank_32

Text Generation • Updated Apr 14 • 5

tomg-group-umd/LoRI-D_continual_safety_nlu

Text Generation • Updated Apr 14 • 4

tomg-group-umd/LoRI-D_continual_safety_math

Text Generation • Updated Apr 14 • 4

tomg-group-umd/LoRI-D_continual_safety_code

Text Generation • Updated Apr 14 • 4

tomg-group-umd/LoRI-D_code_mistral7b_rank_64

Text Generation • Updated Apr 14 • 5

tomg-group-umd/LoRI-D_code_mistral7b_rank_32

Text Generation • Updated Apr 14 • 8

tomg-group-umd/Gemstone-2560x8_cooldown

Text Generation • 1B • Updated Feb 26 • 19