tatsu-lab / conformal-factual-lm
☆25Updated last year
Alternatives and similar repositories for conformal-factual-lm:
Users that are interested in conformal-factual-lm are comparing it to the libraries listed below
- ☆87Updated 10 months ago
- Conformal Language Modeling☆28Updated last year
- ☆28Updated last year
- Bayesian low-rank adaptation for large language models☆23Updated last year
- ☆23Updated 5 months ago
- ☆40Updated last year
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆66Updated 2 years ago
- [ICLR 2025] Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization☆25Updated 3 months ago
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆12Updated last year
- Lightweight Adapting for Black-Box Large Language Models☆22Updated last year
- Code for paper: Are Large Language Models Post Hoc Explainers?☆31Updated 9 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆72Updated last month
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆29Updated 3 months ago
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆24Updated 11 months ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆64Updated 7 months ago
- ☆31Updated last year
- Extending Conformal Prediction to LLMs☆66Updated 10 months ago
- 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
- The code of paper "Toward Optimal LLM Alignments Using Two-Player Games".☆16Updated 10 months ago
- ☆50Updated last year
- ☆52Updated 3 weeks ago
- Data and code for the Corr2Cause paper (ICLR 2024)☆96Updated last year
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆114Updated last year
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆16Updated 5 months ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆50Updated 3 years ago
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆27Updated 11 months ago
- ☆9Updated last year
- Uncertainty quantification for in-context learning of large language models☆16Updated last year
- ☆164Updated 10 months ago
- ☆49Updated last year