Alternatives and similar repositories for UQ-NLG

Users that are interested in UQ-NLG are comparing it to the libraries listed below

• lorenzkuhn / semantic_uncertainty
  ☆180Updated last year
• UCSB-NLP-Chang / llm_uncertainty
  ☆40Updated last year
• Thartvigsen / GRACE
  [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors
  ☆82Updated 11 months ago
• balevinstein / Probes
  ☆57Updated 2 years ago
• MiaoXiong2320 / llm-uncertainty
  code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"
  ☆137Updated last year
• ajyl / dpo_toxic
  A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.
  ☆84Updated 8 months ago
• ykwon0407 / DataInf
  DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)
  ☆75Updated last year
• roeehendel / icl_task_vectors
  ☆101Updated 2 years ago
• OATML / semantic-entropy-probes
  ☆46Updated last year
• dannyallover / overthinking_the_truth
  ☆29Updated last year
• deeplearning-wisc / args
  ☆46Updated last year
• activatedgeek / calibration-tuning
  ☆52Updated 7 months ago
• logix-project / logix
  AI Logging for Interpretability and Explainability🔬
  ☆133Updated last year
• hkust-nlp / Activation_Decoding
  In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)
  ☆62Updated last year
• milesaturpin / cot-unfaithfulness
  ☆51Updated 2 years ago
• abhishekpanigrahi1996 / Skill-Localization-by-grafting
  ☆51Updated last year
• yuzhaouoe / SAE-based-representation-engineering
  [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
  ☆67Updated 11 months ago
• MaheepChaudhary / SAE-Ravel
  Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…
  ☆12Updated 9 months ago
• ericwtodd / function_vectors
  Function Vectors in Large Language Models (ICLR 2024)
  ☆184Updated 7 months ago
• IBM / activation-steering
  [ICLR 2025] General-purpose activation steering library
  ☆119Updated 2 months ago
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆141Updated 4 months ago
• tatsu-lab / linguistic_calibration
  Align your LM to express calibrated verbal statements of confidence in its long-form generations.
  ☆27Updated last year
• mega002 / ff-layers
  The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…
  ☆99Updated 4 years ago
• deeplearning-wisc / haloscope
  source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"
  ☆61Updated 7 months ago
• launchnlp / LitCab
  ☆25Updated 5 months ago
• chrisliu298 / awesome-representation-engineering
  A resource repository for representation engineering in large language models
  ☆140Updated last year
• chujiezheng / LLM-MCQ-Bias
  Official repository for ICLR 2024 Spotlight paper "Large Language Models Are Not Robust Multiple Choice Selectors"
  ☆42Updated 6 months ago
• javiferran / sae_entities
  ☆63Updated 8 months ago
• princeton-nlp / MQuAKE
  [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions
  ☆118Updated last year
• eric-mitchell / serac
  Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model
  ☆69Updated 3 years ago