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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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From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data

From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data

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5 min read
Evaluating the Social Impact of Generative AI Systems in Systems and Society

Evaluating the Social Impact of Generative AI Systems in Systems and Society

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5 min read
SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

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5 min read
ReFT: Reasoning with Reinforced Fine-Tuning

ReFT: Reasoning with Reinforced Fine-Tuning

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4 min read
From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models

From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models

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4 min read
Thermometer: Towards Universal Calibration for Large Language Models

Thermometer: Towards Universal Calibration for Large Language Models

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4 min read
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

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5 min read
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution

MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution

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4 min read
Assessing the nature of large language models: A caution against anthropocentrism

Assessing the nature of large language models: A caution against anthropocentrism

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4 min read
Day 9 of Machine Learning|| Linear Regression implementation

Day 9 of Machine Learning|| Linear Regression implementation

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4 min read
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics

Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics

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4 min read
The Remarkable Robustness of LLMs: Stages of Inference?

The Remarkable Robustness of LLMs: Stages of Inference?

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4 min read
Maintain chat history in generative AI apps with Valkey

Maintain chat history in generative AI apps with Valkey

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3 min read
Evolution of Artificial Intelligence in Autonomous Vehicles 🚗🤖

Evolution of Artificial Intelligence in Autonomous Vehicles 🚗🤖

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2 min read
Exploring Google’s Gemma-2 Model: The Future of Machine Learning and Application Integration

Exploring Google’s Gemma-2 Model: The Future of Machine Learning and Application Integration

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3 min read
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