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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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Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
aimodels-fyi profile

Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity

#machinelearning #ai #beginners #datascience
1
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4 min read
Generative AI Beyond LLMs: System Implications of Multi-Modal Generation
aimodels-fyi profile

Generative AI Beyond LLMs: System Implications of Multi-Modal Generation

#machinelearning #ai #beginners #datascience
1
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3 min read
SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking
aimodels-fyi profile

SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking

#machinelearning #ai #beginners #datascience
1
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4 min read
A Simple and Effective Pruning Approach for Large Language Models
aimodels-fyi profile

A Simple and Effective Pruning Approach for Large Language Models

#machinelearning #ai #beginners #datascience
1
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3 min read
Beyond Memorization: Violating Privacy Via Inference with Large Language Models
aimodels-fyi profile

Beyond Memorization: Violating Privacy Via Inference with Large Language Models

#machinelearning #ai #beginners #datascience
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3 min read
FLAME: Factuality-Aware Alignment for Large Language Models
aimodels-fyi profile

FLAME: Factuality-Aware Alignment for Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
PopulAtion Parameter Averaging (PAPA)
aimodels-fyi profile

PopulAtion Parameter Averaging (PAPA)

#machinelearning #ai #beginners #datascience
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3 min read
SAR image matching algorithm based on multi-class features
aimodels-fyi profile

SAR image matching algorithm based on multi-class features

#machinelearning #ai #beginners #datascience
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4 min read
Porting HPC Applications to AMD Instinct$^text{TM}$ MI300A Using Unified Memory and OpenMP
aimodels-fyi profile

Porting HPC Applications to AMD Instinct$^text{TM}$ MI300A Using Unified Memory and OpenMP

#machinelearning #ai #beginners #datascience
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4 min read
Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural Networks
aimodels-fyi profile

Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural Networks

#machinelearning #ai #beginners #datascience
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4 min read
Are aligned neural networks adversarially aligned?
aimodels-fyi profile

Are aligned neural networks adversarially aligned?

#machinelearning #ai #beginners #datascience
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4 min read
Poisoning Web-Scale Training Datasets is Practical
aimodels-fyi profile

Poisoning Web-Scale Training Datasets is Practical

#machinelearning #ai #beginners #datascience
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3 min read
Circuit Component Reuse Across Tasks in Transformer Language Models
aimodels-fyi profile

Circuit Component Reuse Across Tasks in Transformer Language Models

#machinelearning #ai #beginners #datascience
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4 min read
R-Tuning: Instructing Large Language Models to Say `I Don't Know'
aimodels-fyi profile

R-Tuning: Instructing Large Language Models to Say `I Don't Know'

#machinelearning #ai #beginners #datascience
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4 min read
Network reconstruction via the minimum description length principle
aimodels-fyi profile

Network reconstruction via the minimum description length principle

#machinelearning #ai #beginners #datascience
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3 min read
ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing
aimodels-fyi profile

ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing

#machinelearning #ai #beginners #datascience
1
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3 min read
FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding
aimodels-fyi profile

FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding

#machinelearning #ai #beginners #datascience
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4 min read
Modern Data Quality at Scale using Digna
marcindigna profile

Modern Data Quality at Scale using Digna

#ai #machinelearning #database #data
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6 min read
A typical Machine learning workflow
onumaku_bobby profile

A typical Machine learning workflow

#machinelearning #ai #datascience
1
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1 min read
Few new things in Python which I learned last week.
rajun profile

Few new things in Python which I learned last week.

#python #machinelearning #dataengineering
2
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2 min read
The Age of Smart Applications: How AI is Redefining Business Software
opensourcee profile

The Age of Smart Applications: How AI is Redefining Business Software

#ai #software #machinelearning #datascience
7
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3 min read
KNN with PHP ML & Rubix ML
cbarecords profile

KNN with PHP ML & Rubix ML

#machinelearning #knn #php
3
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2 min read
Top 7 Text-to-Image Generative AI Models
bybydev profile

Top 7 Text-to-Image Generative AI Models

#news #ai #machinelearning #productivity
36
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3 min read
Wukong: Towards a Scaling Law for Large-Scale Recommendation
aimodels-fyi profile

Wukong: Towards a Scaling Law for Large-Scale Recommendation

#machinelearning #ai #beginners #datascience
2
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3 min read
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report
aimodels-fyi profile

LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

#machinelearning #ai #beginners #datascience
1
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4 min read
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