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llm-adaptive-attacks llm-adaptive-attacks Public

Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]

Shell 401 46
understanding-fast-adv-training understanding-fast-adv-training Public

Understanding and Improving Fast Adversarial Training [NeurIPS 2020]

Python 97 13
llm-past-tense llm-past-tense Public

Does Refusal Training in LLMs Generalize to the Past Tense? [ICLR 2025]

Python 79 12
os-harm os-harm Public

OS-Harm: A Benchmark for Measuring Safety of Computer Use Agents [NeurIPS 2025 Spotlight]

Jupyter Notebook 78 6
why-weight-decay why-weight-decay Public

Why Do We Need Weight Decay in Modern Deep Learning? [NeurIPS 2024]

Python 74 2
sharpness-vs-generalization sharpness-vs-generalization Public

A modern look at the relationship between sharpness and generalization [ICML 2023]

Jupyter Notebook 46 5

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Showing 10 of 21 repositories

ATWU Public
Official Implementation of ATWU from "Learning What to Forget: Improving LLM Unlearning via Learned Token-Level Importance" 🚀

tml-epfl/ATWU's past year of commit activity

Python 1 MIT 0 0 0 Updated Nov 7, 2026
eos-overtraining Public
Code for "(How) Learning Rates Regulate Catastrophic Overtraining", COLM 2026

tml-epfl/eos-overtraining's past year of commit activity

Python 0 MIT 0 0 0 Updated Aug 3, 2026
sparse-attention-dynamics Public
The code for "Incremental Learning of Sparse Attention Patterns in Transformers"

tml-epfl/sparse-attention-dynamics's past year of commit activity

Jupyter Notebook 0 1 0 0 Updated Jul 28, 2026
sub-n-grams-are-stationary Public

tml-epfl/sub-n-grams-are-stationary's past year of commit activity

Jupyter Notebook 2 0 0 0 Updated May 19, 2026
coconut Public Forked from facebookresearch/coconut
Training Large Language Model to Reason in a Continuous Latent Space

tml-epfl/coconut's past year of commit activity

Jupyter Notebook 1 MIT 201 0 0 Updated Mar 9, 2026
softmax Public
Official code for the paper "Gradient Flow Polarizes Softmax Outputs towards Low-Entropy Solutions"

tml-epfl/softmax's past year of commit activity

Jupyter Notebook 1 0 0 0 Updated Mar 9, 2026
axlearn-mod Public Forked from apple/axlearn
AXLearn framework slightly modified to extract the attention sinks metrics.

tml-epfl/axlearn-mod's past year of commit activity

Python 0 Apache-2.0 419 0 0 Updated Feb 13, 2026
os-harm Public
OS-Harm: A Benchmark for Measuring Safety of Computer Use Agents [NeurIPS 2025 Spotlight]

tml-epfl/os-harm's past year of commit activity

Jupyter Notebook 78 Apache-2.0 6 2 0 Updated Sep 18, 2025
learning-parametric-distributions-from-samples-and-preferences Public
Learning Parametric Distributions from Samples and Preferences [ICML 2025]

tml-epfl/learning-parametric-distributions-from-samples-and-preferences's past year of commit activity

Julia 1 MIT 0 0 0 Updated May 23, 2025
llm-past-tense Public
Does Refusal Training in LLMs Generalize to the Past Tense? [ICLR 2025]

tml-epfl/llm-past-tense's past year of commit activity

Python 79 12 1 0 Updated Jan 23, 2025

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