https://github.com/valentyn1boreiko/llm-threat-model
공식 코드A Realistic Threat Model for Large Language Model Jailbreaks
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관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
A Realistic Threat Model for Large Language Model Jailbreaks
Large Language Model Psychometrics: A Systematic Review of Evaluation, Validation, and Enhancement
Discovering Preference Optimization Algorithms with and for Large Language Models
L2MAC: Large Language Model Automatic Computer for Extensive Code Generation
FaaF: Facts as a Function for the evaluation of generated text
DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models
Reasoning-Grounded Natural Language Explanations for Language Models
LLMZip: Lossless Text Compression using Large Language Models
Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems
FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation Systems
Hessian of Perplexity for Large Language Models by PyTorch autograd (Open Source)
Thanos: A Block-wise Pruning Algorithm for Efficient Large Language Model Compression
CodeBenchGen: Creating Scalable Execution-based Code Generation Benchmarks
Satori: Towards Proactive AR Assistant with Belief-Desire-Intention User Modeling
RecGPT: Generative Pre-training for Text-based Recommendation
Who's Who: Large Language Models Meet Knowledge Conflicts in Practice
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design
TurkishBERTweet: Fast and Reliable Large Language Model for Social Media Analysis
FABLE: A Novel Data-Flow Analysis Benchmark on Procedural Text for Large Language Model Evaluation
Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ Documents
MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
MiniGPT-Med: Large Language Model as a General Interface for Radiology Diagnosis
StarVector: Generating Scalable Vector Graphics Code from Images and Text
NitiBench: A Comprehensive Studies of LLM Frameworks Capabilities for Thai Legal Question Answering
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.