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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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Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code
aimodels-fyi profile

Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code

#machinelearning #ai #beginners #datascience
1
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4 min read
Certifiably Robust RAG against Retrieval Corruption
aimodels-fyi profile

Certifiably Robust RAG against Retrieval Corruption

#machinelearning #ai #beginners #datascience
2
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4 min read
Recapping the AI, Machine Learning and Data Science Meetup - May 30, 2024
jguerrero-voxel51 profile

Recapping the AI, Machine Learning and Data Science Meetup - May 30, 2024

#computervision #machinelearning #datascience #ai
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6 min read
On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models
aimodels-fyi profile

On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models

#machinelearning #ai #beginners #datascience
1
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4 min read
YouTube Video Transcripts Using LangChain
samagra07 profile

YouTube Video Transcripts Using LangChain

#programming #python #machinelearning #ai
14
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2 min read
Faithful Logical Reasoning via Symbolic Chain-of-Thought
aimodels-fyi profile

Faithful Logical Reasoning via Symbolic Chain-of-Thought

#machinelearning #ai #beginners #datascience
3
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3 min read
An Introduction to Vision-Language Modeling
aimodels-fyi profile

An Introduction to Vision-Language Modeling

#machinelearning #ai #beginners #datascience
1
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4 min read
Context Injection Attacks on Large Language Models
aimodels-fyi profile

Context Injection Attacks on Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings
aimodels-fyi profile

Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings

#machinelearning #ai #beginners #datascience
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3 min read
Contextual Position Encoding: Learning to Count What's Important
aimodels-fyi profile

Contextual Position Encoding: Learning to Count What's Important

#machinelearning #ai #beginners #datascience
1
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4 min read
Relightable Gaussian Codec Avatars
aimodels-fyi profile

Relightable Gaussian Codec Avatars

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

Grokfast: Accelerated Grokking by Amplifying Slow Gradients

#machinelearning #ai #beginners #datascience
1
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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
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5 min read
Kotlin ML Pack: Technical Report
aimodels-fyi profile

Kotlin ML Pack: Technical Report

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

Is Complexity an Illusion?

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

Easy Problems That LLMs Get Wrong

#machinelearning #ai #beginners #datascience
6
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3 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
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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
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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
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5 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
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4 min read
AnyLoss: Transforming Classification Metrics into Loss Functions
aimodels-fyi profile

AnyLoss: Transforming Classification Metrics into Loss Functions

#machinelearning #ai #beginners #datascience
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4 min read
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