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Data Science

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

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The Best R Packages Every Data Scientist Should Use
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The Best R Packages Every Data Scientist Should Use

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2 min read
"Day 44 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -22)
Cover image for "Day 44 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -22)

"Day 44 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -22)

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2 min read
"Day 45 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -24)
Cover image for "Day 45 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -24)

"Day 45 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -24)

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1 min read
Large Language Models as Optimizers

Large Language Models as Optimizers

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4 min read
Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?

Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?

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4 min read
Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck
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Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck

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4 min read
H2O-Danube-1.8B Technical Report

H2O-Danube-1.8B Technical Report

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4 min read
Dataset Reset Policy Optimization for RLHF
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Dataset Reset Policy Optimization for RLHF

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4 min read
Manipulating Large Language Models to Increase Product Visibility

Manipulating Large Language Models to Increase Product Visibility

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4 min read
Recommender Systems in the Era of Large Language Models (LLMs)
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Recommender Systems in the Era of Large Language Models (LLMs)

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

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4 min read
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
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Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

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4 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
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
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
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