Compressed Large Language Models

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jyhong836 

authored a paper 17 days ago

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

Paper • 2502.14302 • Published 22 days ago • 9

danielz01 

updated a model 12 months ago

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

Text Generation • Updated Mar 26, 2024 • 15

jhao 

authored 2 papers 12 months 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 12 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 12 months ago

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

Paper • 2403.15447 • Published Mar 18, 2024 • 16

danielz01 

authored 2 papers 12 months 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 12 months ago

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

Text Generation • Updated Mar 24, 2024 • 35

zoharli 

updated 2 models 12 months ago

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

Text Generation • Updated Mar 23, 2024 • 10

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

Text Generation • Updated Mar 23, 2024 • 10

jyhong836 

authored 5 papers about 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

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

danielz01 

authored a paper over 1 year ago

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models

Paper • 2306.11698 • Published Jun 20, 2023 • 12