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๐ŸŒ Distributed LLM Systems

Load Balancing, Cluster Management, Fault Tolerance, Scaling Strategies

A Mixed User-Centered Approach to Enable Augmented Intelligence in Intelligent Tutoring Systems: The Case of MathAIde app
arxiv.orgยท4h
๐Ÿ”Retrieval-augmented generation
The Performance of Low-Synchronization Variants of Reorthogonalized Block Classical Gram--Schmidt
arxiv.orgยท5d
๐Ÿ”งSystems-level optimizations for LLM serving
Uncovering the Fragility of Trustworthy LLMs through Chinese Textual Ambiguity
arxiv.orgยท3d
๐Ÿง Large Language Models (LLMs)
SOME: Symmetric One-Hot Matching Elector -- A Lightweight Microsecond Decoder for Quantum Error Correction
arxiv.orgยท3d
๐Ÿ”ขQuantization of LLMs
Beyond Agreement: Rethinking Ground Truth in Educational AI Annotation
arxiv.orgยท4h
๐Ÿง Large Language Models (LLMs)
Hybrid Particle Swarm Optimization for Fast and Reliable Parameter Extraction in Thermoreflectance
arxiv.orgยท3d
๐Ÿ”ขQuantization of LLMs
Exploiting Synergistic Cognitive Biases to Bypass Safety in LLMs
arxiv.orgยท4d
๐Ÿง Large Language Models (LLMs)
Large-Scale Linear Energy System Optimization: A Systematic Review on Parallelization Strategies via Decomposition
arxiv.orgยท5d
๐Ÿ”งSystems-level optimizations for LLM serving
Prompting Science Report 3: I'll pay you or I'll kill you -- but will you care?
arxiv.orgยท4h
๐Ÿ’ฌPrompt optimizations for LLM serving
Knowledge Is More Than Performance: How Knowledge Diversity Drives Human-Human and Human-AI Interaction Synergy and Reveals Pure-AI Interaction Shortfalls
arxiv.orgยท3d
๐Ÿง Large Language Models (LLMs)
Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach
arxiv.orgยท4d
๐Ÿค–Agents using LLMs
A Conditional GAN for Tabular Data Generation with Probabilistic Sampling of Latent Subspaces
arxiv.orgยท4h
๐Ÿ”Retrieval-augmented generation
Correcting Misperceptions at a Glance: Using Data Visualizations to Reduce Political Sectarianism
arxiv.orgยท4h
๐Ÿง Large Language Models (LLMs)
Trustworthy Reasoning: Evaluating and Enhancing Factual Accuracy in LLM Intermediate Thought Processes
arxiv.orgยท3d
๐Ÿง Large Language Models (LLMs)
LLM4VV: Evaluating Cutting-Edge LLMs for Generation and Evaluation of Directive-Based Parallel Programming Model Compiler Tests
arxiv.orgยท5d
๐Ÿง Large Language Models (LLMs)
Proto-EVFL: Enhanced Vertical Federated Learning via Dual Prototype with Extremely Unaligned Data
arxiv.orgยท4d
๐Ÿง Large Language Models (LLMs)
MRGSEM-Sum: An Unsupervised Multi-document Summarization Framework based on Multi-Relational Graphs and Structural Entropy Minimization
arxiv.orgยท3d
๐Ÿง Large Language Models (LLMs)
An LLM Driven Agent Framework for Automated Infrared Spectral Multi Task Reasoning
arxiv.orgยท5d
๐Ÿง Large Language Models (LLMs)
SU-ESRGAN: Semantic and Uncertainty-Aware ESRGAN for Super-Resolution of Satellite and Drone Imagery with Fine-Tuning for Cross Domain Evaluation
arxiv.orgยท4h
๐Ÿ”Retrieval-augmented generation
Using Scaling Laws for Data Source Utility Estimation in Domain-Specific Pre-Training
arxiv.orgยท4d
๐Ÿ“ŠAI Performance Profiling
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