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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Jul 12 '24

A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task

#machinelearning #ai #beginners #datascience

4 min read

Jul 12 '24

Volumetric Rendering with Baked Quadrature Fields

#machinelearning #ai #beginners #datascience

3 min read

Jul 12 '24

A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models

#machinelearning #ai #beginners #datascience

4 min read

Jul 12 '24

Which algorithm to select in sports timetabling?

#machinelearning #ai #beginners #datascience

4 min read

Jul 12 '24

When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

#machinelearning #ai #beginners #datascience

4 min read

Jul 12 '24

LoRA+: Efficient Low Rank Adaptation of Large Models

#machinelearning #ai #beginners #datascience

3 min read

Jul 12 '24

How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions

#machinelearning #ai #beginners #datascience

4 min read

Jul 12 '24

OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training

#machinelearning #ai #beginners #datascience

3 min read

Jul 12 '24

PaliGemma: A versatile 3B VLM for transfer

#machinelearning #ai #beginners #datascience

4 min read

Jul 12 '24

Reasoning in Large Language Models: A Geometric Perspective

#machinelearning #ai #beginners #datascience

5 min read

Jul 12 '24

Mooncake: Kimi's KVCache-centric Architecture for LLM Serving

#machinelearning #ai #beginners #datascience

4 min read

Jul 12 '24

Mixture of A Million Experts

#machinelearning #ai #beginners #datascience

3 min read

Jul 12 '24

Simulacra as Conscious Exotica

#machinelearning #ai #beginners #datascience

4 min read

Jul 12 '24

Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization

#machinelearning #ai #beginners #datascience

4 min read

Jul 12 '24

MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

#machinelearning #ai #beginners #datascience

4 min read

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