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

jwkirchenbauer updated a collection 2 days ago

jwkirchenbauer updated a collection 2 days ago

jwkirchenbauer updated a collection 2 days ago

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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/DynaGuard-1.7B

Text Generation • 2B • Updated Sep 3, 2025 • 117 • 3

tomg-group-umd/DynaGuard-4B

Text Generation • 4B • Updated Sep 3, 2025 • 16 • 2

tomg-group-umd/DynaGuard-8B

Text Generation • 8B • Updated Sep 3, 2025 • 153 • 15

tomg-group-umd/step-00010720-baseline_2_0

Text Generation • 4B • Updated Aug 22, 2025 • 9

tomg-group-umd/LoRI-D_nlu_llama3_rank_64

Text Generation • Updated Aug 13, 2025

tomg-group-umd/LoRI-D_safety_llama3_rank_64

Text Generation • Updated Aug 13, 2025 • 8

tomg-group-umd/LoRI-D_nlu_llama3_rank_32

Text Generation • Updated Aug 13, 2025 • 2

tomg-group-umd/LoRI-S_nlu_llama3_rank_32

Text Generation • Updated Aug 13, 2025 • 5

tomg-group-umd/LoRI-S_nlu_llama3_rank_64

Text Generation • Updated Aug 13, 2025 • 2

tomg-group-umd/LoRI-D_code_llama3_rank_32

Text Generation • Updated Aug 13, 2025 • 2

tomg-group-umd/LoRI-S_code_llama3_rank_32

Text Generation • Updated Aug 13, 2025 • 2

tomg-group-umd/LoRI-S_code_llama3_rank_64

Text Generation • Updated Aug 13, 2025 • 14

tomg-group-umd/LoRI-D_code_llama3_rank_64

Text Generation • Updated Aug 13, 2025 • 4

tomg-group-umd/LoRI-D_safety_llama3_rank_32

Text Generation • Updated Aug 13, 2025 • 1

tomg-group-umd/LoRI-S_safety_llama3_rank_64

Text Generation • Updated Aug 13, 2025

tomg-group-umd/zero-model-checkpoints

Image-Text-to-Text • Updated Aug 5, 2025 • 2

tomg-group-umd/huginn-0125

Text Generation • 4B • Updated Jul 29, 2025 • 1.29k • 293

tomg-group-umd/zephyr-llama3-8b-sft-no-refusal-messages

8B • Updated Jul 22, 2025 • 3

tomg-group-umd/zephyr-llama3-8b-sft-refusal-n-contrast-single-token

8B • Updated Jul 22, 2025 • 2 • 1

tomg-group-umd/zephyr-llama3-8b-sft-refusal-n-contrast-multiple-tokens

8B • Updated Jul 22, 2025 • 91 • 1

tomg-group-umd/zephyr-llama3-8b-sft-refusal-n-contrast

8B • Updated Jul 22, 2025

tomg-group-umd/huginn_swa_75_7_ema_0.9_merge

Text Generation • 4B • Updated Jul 17, 2025 • 25 • 1

tomg-group-umd/step-00006144-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 3

tomg-group-umd/step-00011904-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 8

tomg-group-umd/step-00017920-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 4

tomg-group-umd/step-00023808-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 6

tomg-group-umd/step-00029824-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 3

tomg-group-umd/step-00035840-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 6

tomg-group-umd/step-00006144-baseline_2_0

Text Generation • 4B • Updated Jul 17, 2025 • 6

tomg-group-umd/step-00041728-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 4