Alternatives and similar repositories for awesome-SAE

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

• zepingyu0512 / awesome-LLM-neuron
  ☆32Updated 5 months ago
• ZFancy / awesome-activation-engineering
  A curated list of resources for activation engineering
  ☆108Updated last month
• zhenyu-02 / LogitLens4LLMs
  A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…
  ☆127Updated 3 months ago
• cooperleong00 / Awesome-LLM-Interpretability
  A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..
  ☆284Updated 7 months ago
• zepingyu0512 / neuron-attribution
  code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models
  ☆47Updated 11 months ago
• chrisliu298 / awesome-representation-engineering
  A resource repository for representation engineering in large language models
  ☆140Updated last year
• Alsace08 / Chain-of-Embedding
  [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"
  ☆83Updated 10 months ago
• yuzhaouoe / SAE-based-representation-engineering
  [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
  ☆66Updated 11 months ago
• D2I-ai / eigenscore
  ☆38Updated 11 months ago
• lorenzkuhn / semantic_uncertainty
  ☆180Updated last year
• jinzhuoran / RWKU
  RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024
  ☆86Updated last year
• Jometeorie / probing_llama
  ☆17Updated last year
• fc2869 / lo-fit
  LoFiT: Localized Fine-tuning on LLM Representations
  ☆43Updated 10 months ago
• javiferran / sae_entities
  ☆63Updated 8 months ago
• MikaStars39 / FeatureAlignment
  FeatureAlignment = Alignment + Mechanistic Interpretability
  ☆31Updated 8 months ago
• pillowsofwind / Knowledge-Conflicts-Survey
  [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"
  ☆145Updated last year
• boyiwei / alignment-attribution-code
  [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
  ☆86Updated 7 months ago
• Unispac / shallow-vs-deep-alignment
  Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep
  ☆163Updated 6 months ago
• Furyton / awesome-language-model-analysis
  This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…
  ☆93Updated 11 months ago
• kevinyaobytedance / llm_unlearn
  LLM Unlearning
  ☆177Updated 2 years ago
• Lingkai-Kong / RE-Control
  Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective
  ☆34Updated 9 months ago
• Zhaoyi-Li21 / creme
  [ACL'2024 Findings] "Understanding and Patching Compositional Reasoning in LLMs"
  ☆12Updated last year
• alisawuffles / proxy-tuning
  Code associated with Tuning Language Models by Proxy (Liu et al., 2024)
  ☆121Updated last year
• jinhaoduan / SAR
  [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models
  ☆59Updated last year
• hkust-nlp / Activation_Decoding
  In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)
  ☆62Updated last year
• mlwu22 / RED
  Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing
  ☆14Updated last year
• princeton-nlp / MQuAKE
  [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions
  ☆117Updated last year
• Jeryi-Sun / ReDEeP-ICLR
  The implement of paper:"ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability"
  ☆49Updated 5 months ago
• tmlr-group / AR-Bench
  [ICML 2025] "From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?"
  ☆46Updated last month
• AlexanderVNikitin / kernel-language-entropy
  Code for Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities (NeurIPS'24)
  ☆32Updated 10 months ago