Alternatives and similar repositories for awesome-representation-engineering:

Users that are interested in awesome-representation-engineering are comparing it to the libraries listed below

• nrimsky / LM-exp
  LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces
  ☆88Updated last year
• ajyl / dpo_toxic
  A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.
  ☆62Updated 3 months ago
• IBM / activation-steering
  General-purpose activation steering library
  ☆43Updated last month
• boyiwei / alignment-attribution-code
  [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
  ☆69Updated 4 months ago
• Unispac / shallow-vs-deep-alignment
  Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep
  ☆71Updated 7 months ago
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆123Updated 8 months ago
• paul-rottger / xstest
  Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"
  ☆84Updated last week
• chujiezheng / LLM-Safeguard
  Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"
  ☆84Updated 5 months ago
• vinid / safety-tuned-llamas
  ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.
  ☆77Updated 9 months ago
• davidbau / baukit
  ☆190Updated 11 months ago
• CaoYuanpu / BiPO
  Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization
  ☆17Updated 6 months ago
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆213Updated last year
• locuslab / tofu
  Landing Page for TOFU
  ☆115Updated last week
• OpenMOSS / Language-Model-SAEs
  For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.
  ☆92Updated this week
• kevinyaobytedance / llm_unlearn
  LLM Unlearning
  ☆140Updated last year
• ykwon0407 / DataInf
  DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)
  ☆62Updated 4 months ago
• s-ball-10 / jailbreak_dynamics
  ☆14Updated 8 months ago
• GraySwanAI / circuit-breakers
  Improving Alignment and Robustness with Circuit Breakers
  ☆185Updated 4 months ago
• Zhang-Yihao / Adversarial-Representation-Engineering
  Official implementation repository for the paper Towards General Conceptual Model Editing via Adversarial Representation Engineering.
  ☆17Updated 2 months ago
• licong-lin / negative-preference-optimization
  ☆45Updated 7 months ago
• ejones313 / auditing-llms
  ☆52Updated last year
• SafeAILab / RAIN
  [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning
  ☆89Updated 8 months ago
• saprmarks / feature-circuits
  ☆142Updated 3 weeks ago
• rishub-tamirisa / tamper-resistance
  [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"
  ☆46Updated 3 weeks ago
• YihanWang617 / llm-jailbreaking-defense
  A lightweight library for large laguage model (LLM) jailbreaking defense.
  ☆47Updated 4 months ago
• centerforaisafety / wmdp
  WMDP is a LLM proxy benchmark for hazardous knowledge in bio, cyber, and chemical security. We also release code for RMU, an unlearning m…
  ☆101Updated 9 months ago
• Improbable-AI / curiosity_redteam
  Official implementation of ICLR'24 paper, "Curiosity-driven Red Teaming for Large Language Models" (https://openreview.net/pdf?id=4KqkizX…
  ☆70Updated 11 months ago
• flamewei123 / DEPN
  ☆22Updated 10 months ago
• zhaoyiran924 / Probe-Sampling
  [NeurIPS 2024] Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling
  ☆24Updated 3 months ago
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆62Updated last year