Bradley-Butcher / ConformersLinks
Unofficial implementation of Conformal Language Modeling by Quach et al
☆29Updated 2 years ago
Alternatives and similar repositories for Conformers
Users that are interested in Conformers are comparing it to the libraries listed below
Sorting:
- Extending Conformal Prediction to LLMs☆67Updated last year
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆67Updated 2 years ago
- Evaluation of neuro-symbolic engines☆36Updated 11 months ago
- A package for conformal prediction with conditional guarantees.☆60Updated 4 months ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆130Updated 2 years ago
- Code related to different aspects of conformal learning☆16Updated 5 months ago
- Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024☆28Updated 10 months ago
- ☆60Updated 3 months ago
- ☆28Updated 4 months ago
- ModelDiff: A Framework for Comparing Learning Algorithms☆59Updated last year
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆67Updated 7 months ago
- ☆32Updated 8 months ago
- Code for experiments on transformers using Markovian data.☆17Updated 7 months ago
- All the material needed to use MC-CP and the Adaptive MC Dropout method☆24Updated last month
- Cross-prediction-powered inference☆15Updated last year
- Recycling diverse models☆45Updated 2 years ago
- Deep Networks Grok All the Time and Here is Why☆37Updated last year
- Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.☆28Updated 8 months ago
- TabDPT: Scaling Tabular Foundation Models on Real Data☆33Updated this week
- This is the repo for constructing a comprehensive and rigorous evaluation framework for LLM calibration.☆13Updated last year
- PyTorch implementation for "Long Horizon Temperature Scaling", ICML 2023☆20Updated 2 years ago
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆27Updated last year
- Data and code for the Corr2Cause paper (ICLR 2024)☆106Updated last year
- ☆15Updated last year
- ☆29Updated 2 years ago
- Bayesian Low-Rank Adaptation for Large Language Models☆34Updated last year
- ☆33Updated 6 months ago
- ☆20Updated last year
- ☆17Updated 3 months ago
- ☆68Updated 11 months ago