Nix07 / finetuningLinks
This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity Tracking".
☆27Updated last year
Alternatives and similar repositories for finetuning
Users that are interested in finetuning are comparing it to the libraries listed below
Sorting:
- A library for efficient patching and automatic circuit discovery.☆76Updated last month
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆40Updated last year
- Open source replication of Anthropic's Crosscoders for Model Diffing☆58Updated 9 months ago
- ☆90Updated last year
- ☆103Updated 6 months ago
- ☆122Updated last year
- ☆78Updated 4 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆177Updated 4 months ago
- ☆48Updated last month
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆53Updated 10 months ago
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆78Updated last year
- Sparse Autoencoder Training Library☆54Updated 3 months ago
- Code repo for the model organisms and convergent directions of EM papers.☆21Updated last month
- ☆23Updated 6 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆76Updated 5 months ago
- ☆91Updated last year
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆94Updated 3 years ago
- Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State☆18Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆124Updated 2 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆206Updated last week
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆59Updated last week
- ☆96Updated last year
- [ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers☆70Updated 2 months ago
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆77Updated 8 months ago
- ☆63Updated 2 years ago
- Algebraic value editing in pretrained language models☆65Updated last year
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆39Updated 2 years ago
- ☆27Updated last year
- For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.☆145Updated this week
- Language models scale reliably with over-training and on downstream tasks☆98Updated last year