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๐ŸŒ Distributed LLM Systems

Load Balancing, Cluster Management, Fault Tolerance, Scaling Strategies

Using CI/CD to Automate Network Configuration and Deployment
developer.nvidia.comยท6d
โš™๏ธAI Infrastructure Automation
Efficient Neural Combinatorial Optimization Solver for the Min-max Heterogeneous Capacitated Vehicle Routing Problem
arxiv.orgยท5d
โš™๏ธAI Infrastructure Automation
The Repeated-Stimulus Confound in Electroencephalography
arxiv.orgยท9h
๐Ÿ”Retrieval-augmented generation
HateBuffer: Safeguarding Content Moderators' Mental Well-Being through Hate Speech Content Modification
arxiv.orgยท9h
๐Ÿง Large Language Models (LLMs)
StaffPro: an LLM Agent for Joint Staffing and Profiling
arxiv.orgยท5d
๐Ÿค–Agents using LLMs
Quantize Once, Train Fast: Allreduce-Compatible Compression with Provable Guarantees
arxiv.orgยท5d
๐Ÿ”ขQuantization of LLMs
A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models
arxiv.orgยท4d
๐Ÿง Large Language Models (LLMs)
Deep Learning-based Prediction of Clinical Trial Enrollment with Uncertainty Estimates
arxiv.orgยท3d
๐Ÿง Large Language Models (LLMs)
Assessing Value of Renewable-based VPP Versus Electrical Storage: Multi-market Participation Under Different Scheduling Regimes and Uncertainties
arxiv.orgยท4d
โœจModel optimizations in LLMs
AutoDebias: Automated Framework for Debiasing Text-to-Image Models
arxiv.orgยท9h
๐Ÿ”Retrieval-augmented generation
Wukong Framework for Not Safe For Work Detection in Text-to-Image systems
arxiv.orgยท9h
๐Ÿ”Retrieval-augmented generation
GEPAR3D: Geometry Prior-Assisted Learning for 3D Tooth Segmentation
arxiv.orgยท9h
๐Ÿ”Retrieval-augmented generation
Adversarial-Guided Diffusion for Multimodal LLM Attacks
arxiv.orgยท3d
๐Ÿง Large Language Models (LLMs)
From Sufficiency to Reflection: Reinforcement-Guided Thinking Quality in Retrieval-Augmented Reasoning for LLMs
arxiv.orgยท4d
๐Ÿ”Retrieval-augmented generation
Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation
arxiv.orgยท4d
๐Ÿง Large Language Models (LLMs)
RL from Teacher-Model Refinement: Gradual Imitation Learning for Machine Translation
arxiv.orgยท4d
๐Ÿง Large Language Models (LLMs)
LLM-Assisted Cheating Detection in Korean Language via Keystrokes
arxiv.orgยท3d
๐Ÿง Large Language Models (LLMs)
AI paradigm for solving differential equations: first-principles data generation and scale-dilation operator AI solver
arxiv.orgยท3d
๐Ÿ“ŠAI Performance Profiling
Explainability Through Systematicity: The Hard Systematicity Challenge for Artificial Intelligence
arxiv.orgยท4d
๐Ÿ“ŠAI Performance Profiling
CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs
arxiv.orgยท4d
๐Ÿง Large Language Models (LLMs)
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