Jonas Geiping

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upvoted a paper about 12 hours ago

Has My System Prompt Been Used? Large Language Model Prompt Membership Inference

Paper • 2502.09974 • Published 28 days ago • 10

upvoted a paper 15 days ago

Can Language Models Falsify? Evaluating Algorithmic Reasoning with Counterexample Creation

Paper • 2502.19414 • Published 15 days ago • 18

upvoted a paper 28 days ago

Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving

Paper • 2502.07640 • Published about 1 month ago • 8

upvoted 2 collections 29 days ago

Recurrent Models

Collection

These are checkpoints for recurrent LLMs developed to scale test-time compute by recurring in latent space. • 14 items • Updated Feb 10 • 5

Gemstone Models

Collection

Our 22 open source Gemstone models for scaling laws range from 50M to 2B parameters, spanning 11 widths from 256 to 3072 and 18 depths from 3 to 80. • 59 items • Updated 15 days ago • 5

upvoted a paper 29 days ago

Gemstones: A Model Suite for Multi-Faceted Scaling Laws

Paper • 2502.06857 • Published Feb 7 • 25

upvoted 2 papers about 1 month ago

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published Feb 7 • 124

Great Models Think Alike and this Undermines AI Oversight

Paper • 2502.04313 • Published Feb 6 • 31

upvoted a collection 7 months ago

Goldfish Loss: Mitigating Memorization in LLMs

Collection

This collection contains artifacts from our paper titled: "Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs." • 9 items • Updated Oct 31, 2024 • 3

upvoted 2 papers 9 months ago

Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs

Paper • 2406.10209 • Published Jun 14, 2024 • 8

From Pixels to Prose: A Large Dataset of Dense Image Captions

Paper • 2406.10328 • Published Jun 14, 2024 • 18

upvoted a paper 10 months ago

Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 53

upvoted 3 papers about 1 year ago

NEFTune: Noisy Embeddings Improve Instruction Finetuning

Paper • 2310.05914 • Published Oct 9, 2023 • 14

Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 13

Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Paper • 2401.12070 • Published Jan 22, 2024 • 44

upvoted 2 papers over 1 year ago

Object Recognition as Next Token Prediction

Paper • 2312.02142 • Published Dec 4, 2023 • 14

Does Circuit Analysis Interpretability Scale? Evidence from Multiple Choice Capabilities in Chinchilla

Paper • 2307.09458 • Published Jul 18, 2023 • 11