aadityasingh / icl-dynamicsLinks
☆19Updated 2 months ago
Alternatives and similar repositories for icl-dynamics
Users that are interested in icl-dynamics are comparing it to the libraries listed below
Sorting:
- Efficient empirical NTKs in PyTorch☆18Updated 3 years ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆47Updated 8 months ago
- Sparse Autoencoder Training Library☆52Updated last month
- ☆95Updated 4 months ago
- Attribution-based Parameter Decomposition☆25Updated 2 weeks ago
- ☆26Updated 4 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆55Updated 8 months ago
- A library for efficient patching and automatic circuit discovery.☆67Updated 2 months ago
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆16Updated 7 months ago
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆18Updated 5 months ago
- Simple and scalable tools for data-driven pretraining data selection.☆24Updated 2 weeks ago
- Universal Neurons in GPT2 Language Models☆29Updated last year
- ☆121Updated last year
- 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 5 months ago
- ☆53Updated last year
- ☆77Updated 4 months ago
- ☆23Updated 4 months ago
- ☆44Updated 7 months ago
- ☆22Updated 4 months ago
- Multi-Layer Sparse Autoencoders (ICLR 2025)☆22Updated 4 months ago
- ☆85Updated 10 months ago
- Sparse and discrete interpretability tool for neural networks☆63Updated last year
- ☆60Updated 3 years ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆27Updated last year
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆35Updated last year
- ☆17Updated 6 months ago
- ☆101Updated 3 weeks ago
- Conformal Language Modeling☆30Updated last year
- This repository includes code to reproduce the tables in "Loss Landscapes are All You Need: Neural Network Generalization Can Be Explaine…☆37Updated 2 years ago
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆74Updated 7 months ago