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 12 days ago

tomg-group-umd/promptpatrol

smcleish authored a paper 20 days ago

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

leonli66 authored a paper 20 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/DynaGuard-1.7B

Text Generation • 2B • Updated Sep 3 • 418 • 3

tomg-group-umd/DynaGuard-4B

Text Generation • 4B • Updated Sep 3 • 187 • 2

tomg-group-umd/DynaGuard-8B

Text Generation • 8B • Updated Sep 3 • 1.32k • 14

tomg-group-umd/step-00010720-baseline_2_0

Text Generation • 4B • Updated Aug 22 • 6

tomg-group-umd/LoRI-D_nlu_llama3_rank_64

Text Generation • Updated Aug 13 • 4

tomg-group-umd/LoRI-D_safety_llama3_rank_64

Text Generation • Updated Aug 13 • 2

tomg-group-umd/LoRI-D_nlu_llama3_rank_32

Text Generation • Updated Aug 13 • 5

tomg-group-umd/LoRI-S_nlu_llama3_rank_32

Text Generation • Updated Aug 13 • 6

tomg-group-umd/LoRI-S_nlu_llama3_rank_64

Text Generation • Updated Aug 13 • 5

tomg-group-umd/LoRI-D_code_llama3_rank_32

Text Generation • Updated Aug 13 • 4

tomg-group-umd/LoRI-S_code_llama3_rank_32

Text Generation • Updated Aug 13 • 2

tomg-group-umd/LoRI-S_code_llama3_rank_64

Text Generation • Updated Aug 13 • 6

tomg-group-umd/LoRI-D_code_llama3_rank_64

Text Generation • Updated Aug 13 • 2

tomg-group-umd/LoRI-D_safety_llama3_rank_32

Text Generation • Updated Aug 13 • 13

tomg-group-umd/LoRI-S_safety_llama3_rank_64

Text Generation • Updated Aug 13 • 7

tomg-group-umd/zero-model-checkpoints

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

tomg-group-umd/huginn-0125

Text Generation • 4B • Updated Jul 29 • 2.14k • 289

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

8B • Updated Jul 22 • 5

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

8B • Updated Jul 22 • 4 • 1

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

8B • Updated Jul 22 • 120 • 1

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

8B • Updated Jul 22

tomg-group-umd/huginn_swa_75_7_ema_0.9_merge

Text Generation • 4B • Updated Jul 17 • 26 • 1

tomg-group-umd/step-00006144-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17 • 4

tomg-group-umd/step-00011904-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17 • 7

tomg-group-umd/step-00017920-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17 • 4

tomg-group-umd/step-00023808-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17 • 4

tomg-group-umd/step-00029824-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17 • 3

tomg-group-umd/step-00035840-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17 • 4

tomg-group-umd/step-00006144-baseline_2_0

Text Generation • 4B • Updated Jul 17 • 2

tomg-group-umd/step-00041728-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17 • 6