Optimizing LLMs for Performance and Accuracy with Post-Training Quantization
developer.nvidia.com·3d
✨Model optimizations in LLMs
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey
arxiv.org·2d
🧠Large Language Models (LLMs)
LENS: Learning Ensemble Confidence from Neural States for Multi-LLM Answer Integration
arxiv.org·2d
🧠Large Language Models (LLMs)
Tensor-based reduction of linear parameter-varying state-space models
arxiv.org·2d
✨Model optimizations in LLMs
Adversarial-Guided Diffusion for Multimodal LLM Attacks
arxiv.org·2d
🧠Large Language Models (LLMs)
Tropical solution of discrete best approximation problems
arxiv.org·3d
✨Model optimizations in LLMs
Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation
arxiv.org·3d
🧠Large Language Models (LLMs)
Enabling Few-Shot Alzheimer's Disease Diagnosis on Tabular Biomarker Data with LLMs
arxiv.org·2d
🧠Large Language Models (LLMs)
AI paradigm for solving differential equations: first-principles data generation and scale-dilation operator AI solver
arxiv.org·2d
📊AI Performance Profiling
FGFP: A Fractional Gaussian Filter and Pruning for Deep Neural Networks Compression
arxiv.org·3d
🧠Large Language Models (LLMs)
Efficient Differentially Private Fine-Tuning of LLMs via Reinforcement Learning
arxiv.org·3d
✨Model optimizations in LLMs
SOME: Symmetric One-Hot Matching Elector -- A Lightweight Microsecond Decoder for Quantum Error Correction
arxiv.org·2d
🔍Retrieval-augmented generation
X-NeMo: Expressive Neural Motion Reenactment via Disentangled Latent Attention
arxiv.org·2d
🧠Large Language Models (LLMs)
LVM-GP: Uncertainty-Aware PDE Solver via coupling latent variable model and Gaussian process
arxiv.org·3d
🧠Large Language Models (LLMs)
A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models
arxiv.org·3d
🧠Large Language Models (LLMs)
Mamba-based Efficient Spatio-Frequency Motion Perception for Video Camouflaged Object Detection
arxiv.org·2d
📊AI Performance Profiling
Good Learners Think Their Thinking: Generative PRM Makes Large Reasoning Model More Efficient Math Learner
arxiv.org·2d
🧠Large Language Models (LLMs)
Investigating the Invertibility of Multimodal Latent Spaces: Limitations of Optimization-Based Methods
arxiv.org·2d
🧠Large Language Models (LLMs)
LLMs-guided adaptive compensator: Bringing Adaptivity to Automatic Control Systems with Large Language Models
arxiv.org·5d
🧠Large Language Models (LLMs)
Formal Bayesian Transfer Learning via the Total Risk Prior
arxiv.org·2d
🧠Large Language Models (LLMs)