Rowan Blake

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upvoted 2 papers about 2 months ago

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 64

TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters

Paper • 2410.23168 • Published Oct 30, 2024 • 24

upvoted 5 papers 2 months ago

AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions

Paper • 2410.20424 • Published Oct 27, 2024 • 39

Improving Autonomous AI Agents with Reflective Tree Search and Self-Learning

Paper • 2410.02052 • Published Oct 2, 2024 • 9

Chain of Ideas: Revolutionizing Research in Novel Idea Development with LLM Agents

Paper • 2410.13185 • Published Oct 17, 2024 • 6

Can Large Language Models Unlock Novel Scientific Research Ideas?

Paper • 2409.06185 • Published Sep 10, 2024 • 12

Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Paper • 2409.04109 • Published Sep 6, 2024 • 43

upvoted 2 papers 4 months ago

Attention Heads of Large Language Models: A Survey

Paper • 2409.03752 • Published Sep 5, 2024 • 89

The AdEMAMix Optimizer: Better, Faster, Older

Paper • 2409.03137 • Published Sep 5, 2024 • 5

upvoted an article 5 months ago

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Article

Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval

Mar 22, 2024

• 69

upvoted a collection 9 months ago

Meta Llama 3

Collection

This collection hosts the transformers and original repos of the Meta Llama 3 and Llama Guard 2 releases • 5 items • Updated about 1 month ago • 698

upvoted 2 articles 9 months ago

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Article

Welcome Llama 3 - Meta's new open LLM

Apr 18, 2024

• 281

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Article

Cosmopedia: how to create large-scale synthetic data for pre-training Large Language Models

Mar 20, 2024

• 71

upvoted a paper 10 months ago

The Power of Scale for Parameter-Efficient Prompt Tuning

Paper • 2104.08691 • Published Apr 18, 2021 • 10