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Data Science

Data Science allows us to extract meaning from and interpret data.

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BooookScore: A systematic exploration of book-length summarization in the era of LLMs

BooookScore: A systematic exploration of book-length summarization in the era of LLMs

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4 min read
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

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4 min read
TransformerFAM: Feedback attention is working memory

TransformerFAM: Feedback attention is working memory

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4 min read
The Curse of Recursion: Training on Generated Data Makes Models Forget

The Curse of Recursion: Training on Generated Data Makes Models Forget

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4 min read
Beginner's Guide to Math's for Machine Learning

Beginner's Guide to Math's for Machine Learning

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2 min read
Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying

Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying

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4 min read
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

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4 min read
Assumption of Homoscedasticity : A Guide to verifying the Assumption of Constant Variance of Residuals

Assumption of Homoscedasticity : A Guide to verifying the Assumption of Constant Variance of Residuals

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3 min read
Zero-Shot Prediction Plugin for FiftyOne

Zero-Shot Prediction Plugin for FiftyOne

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8 min read
The Importance of Data in Decision Making

The Importance of Data in Decision Making

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2 min read
Day 1 of 30 : Machine Learning

Day 1 of 30 : Machine Learning

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2 min read
Bulletproof Your Analysis: Data Quality Checklists for Reliable Insights

Bulletproof Your Analysis: Data Quality Checklists for Reliable Insights

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4 min read
AI and Data Sets – Maximizing the Power of Data

AI and Data Sets – Maximizing the Power of Data

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3 min read
Vision Transformers Need Registers

Vision Transformers Need Registers

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4 min read
The Expressive Power of Transformers with Chain of Thought

The Expressive Power of Transformers with Chain of Thought

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4 min read
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists

Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists

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4 min read
GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications

GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications

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4 min read
Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies

Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies

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3 min read
Show Your Work with Confidence: Confidence Bands for Tuning Curves

Show Your Work with Confidence: Confidence Bands for Tuning Curves

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4 min read
Rho-1: Not All Tokens Are What You Need

Rho-1: Not All Tokens Are What You Need

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4 min read
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

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3 min read
Generalization in diffusion models arises from geometry-adaptive harmonic representations

Generalization in diffusion models arises from geometry-adaptive harmonic representations

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4 min read
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models

RecurrentGemma: Moving Past Transformers for Efficient Open Language Models

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4 min read
MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

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3 min read
JetMoE: Reaching Llama2 Performance with 0.1M Dollars

JetMoE: Reaching Llama2 Performance with 0.1M Dollars

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4 min read
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