Hugging Face's logo

Tom Goldstein's Lab at University of Maryland, College Park
university
http://www.cs.umd.edu/~tomg/
tomgoldsteincs
Activity Feed

AI & ML interests

AI security & privacy, algorithmic bias, foundations of ML

Recent Activity

smcleish  authored a paper 7 days ago
Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence
leonli66  authored a paper 7 days ago
Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence
smcleish  updated a collection 7 days ago
Retrofitting 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 collections 13

LoRI Adapters
LoRI adapters for natural language understanding, code generation, mathematical reasoning, and safety alignment, based on LLaMA-3-8B and Mistral-7B.
Recurrent Models
These are checkpoints for recurrent LLMs developed to scale test-time compute by recurring in latent space.
Goldfish Loss: Mitigating Memorization in LLMs
This collection contains artifacts from our paper titled: "Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs."
LoRI Adapters
LoRI adapters for natural language understanding, code generation, mathematical reasoning, and safety alignment, based on LLaMA-3-8B and Mistral-7B.
Recurrent Models
These are checkpoints for recurrent LLMs developed to scale test-time compute by recurring in latent space.
Goldfish Loss: Mitigating Memorization in LLMs
This collection contains artifacts from our paper titled: "Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs."