ml-jku / SDLGLinks
SDLG is an efficient method to accurately estimate aleatoric semantic uncertainty in LLMs
☆28Updated last year
Alternatives and similar repositories for SDLG
Users that are interested in SDLG are comparing it to the libraries listed below
Sorting:
- ☆149Updated 6 months ago
- Sparse and discrete interpretability tool for neural networks☆64Updated 2 years ago
- Official implementation of "BERTs are Generative In-Context Learners"☆32Updated 10 months ago
- Code for Language-Interfaced FineTuning for Non-Language Machine Learning Tasks.☆133Updated last year
- ☆68Updated last year
- PyTorch library for Active Fine-Tuning☆96Updated 4 months ago
- Implementation of the BatchTopK activation function for training sparse autoencoders (SAEs)☆60Updated 6 months ago
- One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation☆46Updated 3 months ago
- Flexible library for merging large language models (LLMs) via evolutionary optimization (ACL 2025 Demo).☆98Updated 6 months ago
- ☆82Updated last year
- Simple and scalable tools for data-driven pretraining data selection.☆29Updated 8 months ago
- A Toolkit for Distributional Control of Generative Models☆74Updated 2 months ago
- ☆57Updated 2 years ago
- ☆25Updated 9 months ago
- nanoGPT-like codebase for LLM training☆113Updated 3 months ago
- DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule☆64Updated 2 years ago
- State-of-the-art paired encoder and decoder models (17M-1B params)☆58Updated 6 months ago
- ☆35Updated last year
- Unofficial implementation of Conformal Language Modeling by Quach et al☆29Updated 2 years ago
- Simple Scalable Discrete Diffusion for text in PyTorch☆37Updated last year
- Few-shot Learning with Auxiliary Data☆31Updated 2 years ago
- ☆83Updated 11 months ago
- Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…☆53Updated 2 years ago
- ☆24Updated last year
- Extending Conformal Prediction to LLMs☆69Updated last year
- ☆116Updated last year
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆129Updated 3 years ago
- Training and evaluating NBM and SPAM for interpretable machine learning.☆78Updated 2 years ago
- A MAD laboratory to improve AI architecture designs 🧪☆138Updated last year
- ☆62Updated last year