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
  ☆166Updated 11 months ago
• yuzhaouoe / SAE-based-representation-engineering
  [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
  ☆58Updated 6 months ago
• Thartvigsen / GRACE
  [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors
  ☆77Updated 5 months ago
• UCSB-NLP-Chang / llm_uncertainty
  ☆29Updated last year
• roeehendel / icl_task_vectors
  ☆94Updated last year
• IBM / activation-steering
  General-purpose activation steering library
  ☆75Updated 3 weeks ago
• javiferran / sae_entities
  ☆36Updated 2 months ago
• tatsu-lab / conformal-factual-lm
  ☆27Updated last year
• logix-project / logix
  AI Logging for Interpretability and Explainability🔬
  ☆119Updated 11 months ago
• ykwon0407 / DataInf
  DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)
  ☆67Updated 8 months ago
• MiaoXiong2320 / llm-uncertainty
  code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"
  ☆119Updated last year
• activatedgeek / calibration-tuning
  ☆51Updated last month
• deeplearning-wisc / args
  ☆40Updated last year
• ajyl / dpo_toxic
  A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.
  ☆72Updated 2 months ago
• balevinstein / Probes
  ☆50Updated last year
• OATML / semantic-entropy-probes
  ☆31Updated 10 months ago
• dannyallover / overthinking_the_truth
  ☆29Updated last year
• abhishekpanigrahi1996 / Skill-Localization-by-grafting
  ☆49Updated last year
• princeton-nlp / unintentional-unalignment
  [ICLR 2025] Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization
  ☆28Updated 4 months ago
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆56Updated last year
• Varal7 / conformal-language-modeling
  Conformal Language Modeling
  ☆29Updated last year
• chrisliu298 / awesome-representation-engineering
  A resource repository for representation engineering in large language models
  ☆124Updated 6 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…
  ☆11Updated 4 months ago
• ericwtodd / function_vectors
  Function Vectors in Large Language Models (ICLR 2024)
  ☆167Updated last month
• p-lambda / incontext-learning
  Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…
  ☆106Updated last year
• google-research-datasets / GSM-IC
  Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…
  ☆60Updated 2 years ago
• mmatena / model_merging
  ☆67Updated 3 years ago
• haotiansun14 / BBox-Adapter
  Lightweight Adapting for Black-Box Large Language Models
  ☆22Updated last year
• jinhaoduan / SAR
  [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models
  ☆49Updated 9 months ago
• alisawuffles / proxy-tuning
  Code associated with Tuning Language Models by Proxy (Liu et al., 2024)
  ☆110Updated last year