💬 Large Language Models - potatoice · Scour

Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures 🤖Software Engineering with AI

arxiv.org·5d

Revisiting Task-Oriented Dataset Search in the Era of Large Language Models: Challenges, Benchmark, and Solution 🤖Software Engineering with AI

vldb.org·2d

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU 🧬Computational Neuroscience

lemmy.ml·2d

Recursive Language Models - A Systematic Approach to Large-Scale Document Analysis – Part I. 🤖Software Engineering with AI

constitutionaldiscourse.com·4d

How I Reduced ML Inferencing Resource Usage at Scale by 9x @LMWN 🤖Software Engineering with AI

korntewin-b.medium.com·5d

Language Modeling in NLP: Unigram, Bigram, Trigram, Smoothing, and Perplexity 🧬Computational Neuroscience

medium.com·3d

Large language models are not the problem 🧬Computational Neuroscience

nature.com

·5d·Hacker News

Efficient GNN Training on Giant Graphs with Collective Batching and Scheduling 🤖Software Engineering with AI

vldb.org·6h

Benchmark Shadows: Data Alignment, Parameter Footprints, and Generalization in Large Language Models 🤖Software Engineering with AI

arxiv.org·1d

LLM (Large Language Model) 🤖Software Engineering with AI

ministryoftesting.com·3d

A mathematical framework for parameter recovery in large language models via a joint Euclidean mirror 🤖Software Engineering with AI

arxiv.org·2d

Do We Need Distinct Representations for Every Speech Token? Unveiling and Exploiting Redundancy in Large Speech Language Models 🧬Computational Neuroscience

arxiv.org·2d

Rethinking Data Mixing from the Perspective of Large Language Models 🤖Software Engineering with AI

arxiv.org·1d

The Human Condition as Reflected in Contemporary Large Language Models 🧬Computational Neuroscience

arxiv.org·2d

Distributed Interpretability and Control for Large Language Models 🤖Software Engineering with AI

arxiv.org·2d

Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models 🤖Software Engineering with AI

arxiv.org·1d

MIPT-SSM: Scaling Language Models with $O(1)$ Inference Cache via Phase Transitions 🧬Computational Neuroscience

arxiv.org·1d

Can Large Language Models Reinvent Foundational Algorithms? 🤖Software Engineering with AI

arxiv.org·3d

Large Language Model Post-Training: A Unified View of Off-Policy and On-Policy Learning 🤖Software Engineering with AI

arxiv.org·1d

FLeX: Fourier-based Low-rank EXpansion for multilingual transfer 🤖Software Engineering with AI

arxiv.org·2d

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