Optimizing LLMs for Performance and Accuracy with Post-Training Quantization
developer.nvidia.com·3d
🔢Quantization of LLMs
FairReason: Balancing Reasoning and Social Bias in MLLMs
arxiv.org·2d
🧠Large Language Models (LLMs)
LLM4VV: Evaluating Cutting-Edge LLMs for Generation and Evaluation of Directive-Based Parallel Programming Model Compiler Tests
arxiv.org·4d
🧠Large Language Models (LLMs)
RL from Teacher-Model Refinement: Gradual Imitation Learning for Machine Translation
arxiv.org·3d
🧠Large Language Models (LLMs)
Good Learners Think Their Thinking: Generative PRM Makes Large Reasoning Model More Efficient Math Learner
arxiv.org·2d
🧠Large Language Models (LLMs)
CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs
arxiv.org·3d
🧠Large Language Models (LLMs)
RePaCA: Leveraging Reasoning Large Language Models for Static Automated Patch Correctness Assessment
arxiv.org·3d
📊AI Performance Profiling
Enabling Few-Shot Alzheimer's Disease Diagnosis on Tabular Biomarker Data with LLMs
arxiv.org·2d
🧠Large Language Models (LLMs)
LoRA-PAR: A Flexible Dual-System LoRA Partitioning Approach to Efficient LLM Fine-Tuning
arxiv.org·5d
🧠Large Language Models (LLMs)
UloRL:An Ultra-Long Output Reinforcement Learning Approach for Advancing Large Language Models' Reasoning Abilities
arxiv.org·5d
🧠Large Language Models (LLMs)
Memorization in Fine-Tuned Large Language Models
arxiv.org·5d
🧠Large Language Models (LLMs)
CUS-QA: Local-Knowledge-Oriented Open-Ended Question Answering Dataset
arxiv.org·3d
🧠Large Language Models (LLMs)
Post-Training Large Language Models via Reinforcement Learning from Self-Feedback
arxiv.org·4d
🧠Large Language Models (LLMs)
Turbocharging Web Automation: The Impact of Compressed History States
arxiv.org·4d
🔧Systems-level optimizations for LLM serving
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance
arxiv.org·2d
🔧Systems-level optimizations for LLM serving
Survey of NLU Benchmarks Diagnosing Linguistic Phenomena: Why not Standardize Diagnostics Benchmarks?
arxiv.org·5d
🧠Large Language Models (LLMs)
Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs
arxiv.org·4d
🧠Large Language Models (LLMs)
A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models
arxiv.org·3d
🧠Large Language Models (LLMs)
Tractable Responsibility Measures for Ontology-Mediated Query Answering
arxiv.org·2d
🧠Large Language Models (LLMs)
Exploring LLM-generated Culture-specific Affective Human-Robot Tactile Interaction
arxiv.org·2d
🧠Large Language Models (LLMs)