Compressed Large Language Models

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jyhong836 

authored 2 papers 14 days ago

Safe and Robust Watermark Injection with a Single OoD Image

Paper • 2309.01786 • Published Sep 4, 2023

LoX: Low-Rank Extrapolation Robustifies LLM Safety Against Fine-tuning

Paper • 2506.15606 • Published Jun 18 • 1

Zikui 

authored 5 papers about 2 months ago

Cross-Modal Safety Alignment: Is textual unlearning all you need?

Paper • 2406.02575 • Published May 27, 2024 • 1

Single Layer Single Gradient Unlearning

Paper • 2407.11867 • Published Jul 16, 2024 • 1

Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities

Paper • 2502.05209 • Published Feb 3 • 1

Zero-Shot Vision Encoder Grafting via LLM Surrogates

Paper • 2505.22664 • Published May 28 • 7

MORSE-500: A Programmatically Controllable Video Benchmark to Stress-Test Multimodal Reasoning

Paper • 2506.05523 • Published Jun 5 • 34

jyhong836 

authored a paper 5 months ago

MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models

Paper • 2502.14302 • Published Feb 20 • 9

danielz01 

updated a model over 1 year ago

compressed-llm/llama-2-13b-chat-sqllm

Text Generation • Updated Mar 26, 2024 • 3

jhao 

authored 2 papers over 1 year ago

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

Paper • 2403.15447 • Published Mar 18, 2024 • 16

GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations

Paper • 2402.12348 • Published Feb 19, 2024 • 1

danielz01 

authored a paper over 1 year ago

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

Paper • 2403.15447 • Published Mar 18, 2024 • 16

jyhong836 

authored a paper over 1 year ago

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

Paper • 2403.15447 • Published Mar 18, 2024 • 16

danielz01 

authored 2 papers over 1 year ago

Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data

Paper • 2401.17600 • Published Jan 31, 2024

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

Paper • 2312.03724 • Published Nov 27, 2023 • 1

jyhong836 

updated a model over 1 year ago

compressed-llm/llama-2-13b-chat-gptq

Text Generation • Updated Mar 24, 2024 • 13

zoharli 

updated 2 models over 1 year ago

compressed-llm/llama-2-70b-chat-gptq

Text Generation • Updated Mar 23, 2024 • 2

compressed-llm/llama-2-7b-chat-gptq

Text Generation • Updated Mar 23, 2024 • 3

jyhong836 

authored 2 papers over 1 year ago

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

Paper • 2402.11592 • Published Feb 18, 2024 • 2

Data-Free Knowledge Distillation for Heterogeneous Federated Learning

Paper • 2105.10056 • Published May 20, 2021