Visual Informatics Group @ University of Texas at Austin

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https://vita-group.github.io/

VITAGroupUT

VITA-Group

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AI & ML interests

Machine learning

vita-group's activity

Ajay1994

updated 7 models 6 months ago

Ajay1994

authored a paper 7 months ago

Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients

Paper • 2407.08296 • Published Jul 11, 2024 • 31

Ajay1994

authored a paper 10 months ago

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Paper • 2403.15447 • Published Mar 18, 2024 • 16

jyhong836

authored a paper 10 months ago

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Paper • 2403.15447 • Published Mar 18, 2024 • 16

jyhong836

authored a paper 11 months ago

Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark

Paper • 2402.11592 • Published Feb 18, 2024 • 2

jyhong836

authored 4 papers 12 months ago

Data-Free Knowledge Distillation for Heterogeneous Federated Learning

Paper • 2105.10056 • Published May 20, 2021

DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer

Paper • 2312.03724 • Published Nov 27, 2023 • 1

Understanding Deep Gradient Leakage via Inversion Influence Functions

Paper • 2309.13016 • Published Sep 22, 2023

Revisiting Data-Free Knowledge Distillation with Poisoned Teachers

Paper • 2306.02368 • Published Jun 4, 2023

jyhong836

updated a Space about 1 year ago

Running

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README

jyhong836

updated 4 models over 1 year ago

vita-group/vicuna-7b-v1.3_gptq

Text Generation • Updated Sep 3, 2023 • 7

vita-group/llama-2-7b_wanda_unstructured

Updated Sep 2, 2023 • 8

vita-group/llama-2-7b_magnitude_unstructured

Updated Sep 2, 2023 • 7

vita-group/llama-2-7b_sparsegpt_unstructured

Updated Sep 2, 2023 • 20

AI & ML interests

Team members 5

vita-group's activity

README