UlisseMini / activation_additions_hfLinks
Reimplementation of https://github.com/montemac/algebraic_value_editing in pure PyTorch for efficiency on large models
☆13Updated 2 years ago
Alternatives and similar repositories for activation_additions_hf
Users that are interested in activation_additions_hf are comparing it to the libraries listed below
Sorting:
- A library for bridging Python and HTML/Javascript (via Svelte) for creating interactive visualizations☆14Updated last year
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆224Updated 10 months ago
- Tools for studying developmental interpretability in neural networks.☆112Updated 4 months ago
- Notebooks accompanying Anthropic's "Toy Models of Superposition" paper☆129Updated 3 years ago
- ☆252Updated last year
- Mechanistic Interpretability Visualizations using React☆297Updated 10 months ago
- Steering vectors for transformer language models in Pytorch / Huggingface☆127Updated 8 months ago
- A python sdk for LLM finetuning and inference on runpod infrastructure☆15Updated this week
- Attribution-based Parameter Decomposition☆31Updated 4 months ago
- Keeping language models honest by directly eliciting knowledge encoded in their activations.☆212Updated this week
- Erasing concepts from neural representations with provable guarantees☆239Updated 9 months ago
- ☆29Updated last year
- Sparse Autoencoder Training Library☆55Updated 6 months ago
- Algebraic value editing in pretrained language models☆66Updated 2 years ago
- ☆131Updated 2 years ago
- ☆36Updated last year
- Open source replication of Anthropic's Crosscoders for Model Diffing☆59Updated last year
- ControlArena is a collection of settings, model organisms and protocols - for running control experiments.☆124Updated this week
- A collection of different ways to implement accessing and modifying internal model activations for LLMs☆19Updated last year
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆28Updated last year
- Machine Learning for Alignment Bootcamp☆26Updated last year
- ☆27Updated 2 years ago
- METR Task Standard☆166Updated 9 months ago
- 🧠 Starter templates for doing interpretability research☆74Updated 2 years ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆221Updated last week
- A dataset of alignment research and code to reproduce it☆78Updated 2 years ago
- Redwood Research's transformer interpretability tools☆14Updated 3 years ago
- Mechanistic Interpretability for Transformer Models☆53Updated 3 years ago
- Decoder only transformer, built from scratch with PyTorch☆31Updated 2 years ago
- Experiments with representation engineering☆13Updated last year