tml-epfl / long-is-more-for-alignment

Related projects: ⓘ

• Unispac / shallow-vs-deep-alignment
  Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep
  ☆22Updated 2 months ago
• ejones313 / auditing-llms
  ☆47Updated last year
• dannyallover / overthinking_the_truth
  ☆24Updated 4 months ago
• McGill-NLP / AdversarialTriggers
  Code for "Universal Adversarial Triggers Are Not Universal."
  ☆15Updated 4 months ago
• licong-lin / negative-preference-optimization
  ☆21Updated 2 months ago
• yaojin17 / Unlearning_LLM
  [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"
  ☆34Updated 4 months ago
• ajyl / dpo_toxic
  A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.
  ☆46Updated last month
• Thartvigsen / GRACE
  [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors
  ☆64Updated 6 months ago
• princeton-nlp / benign-data-breaks-safety
  ☆12Updated 3 months ago
• mmatena / model_merging
  ☆61Updated 2 years ago
• decoding-comp-trust / comp-trust
  Codebase for decoding compressed trust.
  ☆20Updated 4 months ago
• princeton-nlp / LM-Kernel-FT
  A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643
  ☆68Updated last year
• tml-epfl / icl-alignment
  Is In-Context Learning Sufficient for Instruction Following in LLMs?
  ☆19Updated 3 months ago
• socialfoundations / tttlm
  Test-time-training on nearest neighbors for large language models
  ☆22Updated 5 months ago
• pratyushmaini / llm_dataset_inference
  Official Repository for Dataset Inference for LLMs
  ☆21Updated last month
• declare-lab / resta
  Restore safety in fine-tuned language models through task arithmetic
  ☆25Updated 5 months ago
• locuslab / acr-memorization
  ☆23Updated 4 months ago
• VITA-Group / Robust_Weight_Signatures
  [ICML 2023] "Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?" by Ruisi Cai, Zhenyu Zhang, Zhangyang Wang
  ☆16Updated last year
• VITA-Group / Junk_DNA_Hypothesis
  [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…
  ☆14Updated 3 months ago
• JasonForJoy / Model-Editing-Hurt
  Model Editing Can Hurt General Abilities of Large Language Models
  ☆29Updated 7 months ago
• abhishekpanigrahi1996 / Skill-Localization-by-grafting
  ☆38Updated 8 months ago
• nik-dim / tall_masks
  Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]
  ☆27Updated 3 months ago
• ElisaNguyen / bayesian-tda
  Code for NeurIPS'23 paper "A Bayesian Approach To Analysing Training Data Attribution In Deep Learning"
  ☆14Updated 8 months ago
• r-three / mats
  ☆22Updated 2 months ago
• PKU-Alignment / Awesome-LLM-Alignment
  ☆21Updated this week
• sail-sg / I-FSJ
  Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NextGenAISafety @ ICML 2024)
  ☆37Updated last month
• ykwon0407 / DataInf
  DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)
  ☆48Updated 5 months ago
• zjysteven / mink-plus-plus
  Min-K%++: Improved baseline for detecting pre-training data of LLMs https://arxiv.org/abs/2404.02936
  ☆25Updated 3 months ago
• git-disl / Vaccine
  This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models"
  ☆12Updated last week
• tatsu-lab / test_set_contamination
  ☆32Updated 10 months ago