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

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montehoover 

updated a dataset about 8 hours ago

tomg-group-umd/DynaBench

Viewer • Updated about 8 hours ago • 140k • 50 • 2

kaiyuyue 

in tomg-group-umd/pixelprose 4 days ago

Can you provide the id mapping from pixelprose-cc12m-annos to the original cc12m-wds?

1

#9 opened 5 days ago by

Evanxuliu

montehoover 

updated a Space 4 days ago

Running on Zero

11

11

DynaGuard

💬

Dynaguard v1

taruschirag 

updated a Space 5 days ago

Running on Zero

11

11

DynaGuard

💬

Dynaguard v1

nsjain 

authored 3 papers 5 days ago

Refusal Tokens: A Simple Way to Calibrate Refusals in Large Language Models

Paper • 2412.06748 • Published Dec 9, 2024 • 2

DynaGuard: A Dynamic Guardrail Model With User-Defined Policies

Paper • 2509.02563 • Published 6 days ago • 18

Exploiting Sparsity for Long Context Inference: Million Token Contexts on Commodity GPUs

Paper • 2502.06766 • Published Feb 10

nsjain 

updated a Space 5 days ago

Running on Zero

11

11

DynaGuard

💬

Dynaguard v1

nsjain 

updated a collection 5 days ago

Refusal Token Models

Collection

This collection contains models described in the refusal token paper published in COLM 2025. • 5 items • Updated 5 days ago

montehoover 

in tomg-group-umd/DynaGuard 6 days ago

Apply for community grant: Academic project (gpu)

2

#1 opened 6 days ago by

montehoover

nsjain 

updated 3 models 6 days ago

tomg-group-umd/DynaGuard-1.7B

Text Generation • 2B • Updated 6 days ago • 84 • 2

tomg-group-umd/DynaGuard-4B

Text Generation • 4B • Updated 6 days ago • 35 • 2

tomg-group-umd/DynaGuard-8B

Text Generation • 8B • Updated 6 days ago • 258 • 9

montehoover 

authored 3 papers 6 days ago

FAST: Factorizable Attention for Speeding up Transformers

Paper • 2402.07901 • Published Feb 12, 2024 • 3

DynaGuard: A Dynamic Guardrail Model With User-Defined Policies

Paper • 2509.02563 • Published 6 days ago • 18

Exploiting Sparsity for Long Context Inference: Million Token Contexts on Commodity GPUs

Paper • 2502.06766 • Published Feb 10

montehoover 

updated 3 models 6 days ago

tomg-group-umd/DynaGuard-1.7B

Text Generation • 2B • Updated 6 days ago • 84 • 2

tomg-group-umd/DynaGuard-4B

Text Generation • 4B • Updated 6 days ago • 35 • 2

tomg-group-umd/DynaGuard-8B

Text Generation • 8B • Updated 6 days ago • 258 • 9

montehoover 

updated a collection 6 days ago

DynaGuard

Collection

https://arxiv.org/abs/2509.02563 • 6 items • Updated 5 days ago • 2