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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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How to use LLMs: Summarize long documents

How to use LLMs: Summarize long documents

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5 min read
A complete beginner's guide to using the Real-Esrgan model on Replicate

A complete beginner's guide to using the Real-Esrgan model on Replicate

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2 min read
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs

Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs

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3 min read
A complete beginner's guide to using the Face-To-Many model on Replicate

A complete beginner's guide to using the Face-To-Many model on Replicate

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3 min read
May 8, 2024 AI, Machine Learning and Computer Vision Meetup

May 8, 2024 AI, Machine Learning and Computer Vision Meetup

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3 min read
A beginner's guide to using Face-To-Many on Replicate

A beginner's guide to using Face-To-Many on Replicate

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3 min read
Iterative Reasoning Preference Optimization

Iterative Reasoning Preference Optimization

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4 min read
Extending Llama-3's Context Ten-Fold Overnight

Extending Llama-3's Context Ten-Fold Overnight

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4 min read
Make Your LLM Fully Utilize the Context

Make Your LLM Fully Utilize the Context

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4 min read
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

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4 min read
Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis

Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis

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4 min read
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

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5 min read
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

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4 min read
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models

CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models

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4 min read
DoRA: Weight-Decomposed Low-Rank Adaptation

DoRA: Weight-Decomposed Low-Rank Adaptation

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4 min read
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