DEV Community

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.

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Context Injection Attacks on Large Language Models
aimodels-fyi profile

Context Injection Attacks on Large Language Models

#machinelearning #ai #beginners #datascience
Comments
4 min read
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks
aimodels-fyi profile

Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks

#machinelearning #ai #beginners #datascience
Comments
5 min read
Oil & Water? Diffusion of AI Within and Across Scientific Fields
aimodels-fyi profile

Oil & Water? Diffusion of AI Within and Across Scientific Fields

#machinelearning #ai #beginners #datascience
1
Comments
3 min read
The Impacts of Data, Ordering, and Intrinsic Dimensionality on Recall in Hierarchical Navigable Small Worlds
aimodels-fyi profile

The Impacts of Data, Ordering, and Intrinsic Dimensionality on Recall in Hierarchical Navigable Small Worlds

#machinelearning #ai #beginners #datascience
Comments
4 min read
Training-Free Long-Context Scaling of Large Language Models
aimodels-fyi profile

Training-Free Long-Context Scaling of Large Language Models

#machinelearning #ai #beginners #datascience
Comments
4 min read
Easy Problems That LLMs Get Wrong
aimodels-fyi profile

Easy Problems That LLMs Get Wrong

#machinelearning #ai #beginners #datascience
6
Comments
3 min read
Kotlin ML Pack: Technical Report
aimodels-fyi profile

Kotlin ML Pack: Technical Report

#machinelearning #ai #beginners #datascience
Comments
4 min read
BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B
aimodels-fyi profile

BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B

#machinelearning #ai #beginners #datascience
Comments
4 min read
Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration
aimodels-fyi profile

Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration

#machinelearning #ai #beginners #datascience
Comments
5 min read
Is Complexity an Illusion?
aimodels-fyi profile

Is Complexity an Illusion?

#machinelearning #ai #beginners #datascience
Comments
2 min read
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
aimodels-fyi profile

LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

#machinelearning #ai #beginners #datascience
Comments
4 min read
Grokfast: Accelerated Grokking by Amplifying Slow Gradients
aimodels-fyi profile

Grokfast: Accelerated Grokking by Amplifying Slow Gradients

#machinelearning #ai #beginners #datascience
1
Comments
4 min read
Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations
aimodels-fyi profile

Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations

#machinelearning #ai #beginners #datascience
Comments
4 min read
The rising costs of training frontier AI models
aimodels-fyi profile

The rising costs of training frontier AI models

#machinelearning #ai #beginners #datascience
Comments
5 min read
The Road Less Scheduled
aimodels-fyi profile

The Road Less Scheduled

#machinelearning #ai #beginners #datascience
Comments
4 min read
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
aimodels-fyi profile

NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

#machinelearning #ai #beginners #datascience
Comments
3 min read
Look Once to Hear: Target Speech Hearing with Noisy Examples
aimodels-fyi profile

Look Once to Hear: Target Speech Hearing with Noisy Examples

#machinelearning #ai #beginners #datascience
Comments
5 min read
NPGA: Neural Parametric Gaussian Avatars
aimodels-fyi profile

NPGA: Neural Parametric Gaussian Avatars

#machinelearning #ai #beginners #datascience
2
Comments
3 min read
MoEUT: Mixture-of-Experts Universal Transformers
aimodels-fyi profile

MoEUT: Mixture-of-Experts Universal Transformers

#machinelearning #ai #beginners #datascience
Comments
3 min read
AnyLoss: Transforming Classification Metrics into Loss Functions
aimodels-fyi profile

AnyLoss: Transforming Classification Metrics into Loss Functions

#machinelearning #ai #beginners #datascience
Comments
4 min read
Diffusion On Syntax Trees For Program Synthesis
aimodels-fyi profile

Diffusion On Syntax Trees For Program Synthesis

#machinelearning #ai #beginners #datascience
2
Comments
4 min read
PlaceFormer: Transformer-based Visual Place Recognition using Multi-Scale Patch Selection and Fusion
aimodels-fyi profile

PlaceFormer: Transformer-based Visual Place Recognition using Multi-Scale Patch Selection and Fusion

#machinelearning #ai #beginners #datascience
Comments
3 min read
Formalizing and Benchmarking Prompt Injection Attacks and Defenses
aimodels-fyi profile

Formalizing and Benchmarking Prompt Injection Attacks and Defenses

#machinelearning #ai #beginners #datascience
2
Comments
4 min read
Neural Network Parameter Diffusion
aimodels-fyi profile

Neural Network Parameter Diffusion

#machinelearning #ai #beginners #datascience
Comments
4 min read
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models
aimodels-fyi profile

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

#machinelearning #ai #beginners #datascience
Comments
4 min read
loading...