Rowan Blake

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upvoted an article 12 months ago

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Article

Model2Vec: Distill a Small Fast Model from any Sentence Transformer

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Oct 14, 2024

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100

upvoted 7 papers about 1 year ago

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 69

TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters

Paper • 2410.23168 • Published Oct 30, 2024 • 24

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

Paper • 2410.20424 • Published Oct 27, 2024 • 40

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 • 5

Can Large Language Models Unlock Novel Scientific Research Ideas?

Paper • 2409.06185 • Published Sep 10, 2024 • 14

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

Paper • 2409.04109 • Published Sep 6, 2024 • 48

upvoted 2 papers over 1 year ago

Attention Heads of Large Language Models: A Survey

Paper • 2409.03752 • Published Sep 5, 2024 • 92

The AdEMAMix Optimizer: Better, Faster, Older

Paper • 2409.03137 • Published Sep 5, 2024 • 6

upvoted an article over 1 year ago

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Article

Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval

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Mar 22, 2024

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105

upvoted a collection over 1 year 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 Dec 6, 2024 • 878

upvoted 2 articles over 1 year ago

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Article

Welcome Llama 3 - Meta's new open LLM

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Apr 18, 2024

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295

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Article

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

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Mar 20, 2024

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108

upvoted a paper almost 2 years ago

The Power of Scale for Parameter-Efficient Prompt Tuning

Paper • 2104.08691 • Published Apr 18, 2021 • 10