adamjermyn / toy_model_interpretability
☆11Updated 2 years ago
Alternatives and similar repositories for toy_model_interpretability:
Users that are interested in toy_model_interpretability are comparing it to the libraries listed below
- Mechanistic Interpretability for Transformer Models☆49Updated 2 years ago
- A TinyStories LM with SAEs and transcoders☆10Updated 2 weeks ago
- This repo is built to facilitate the training and analysis of autoregressive transformers on maze-solving tasks.☆25Updated 4 months ago
- Redwood Research's transformer interpretability tools☆13Updated 2 years ago
- Accompanying codebase for neuroscope.io, a website for displaying max activating dataset examples for language model neurons☆11Updated last year
- Code for reproducing the results from the paper Avoiding Side Effects in Complex Environments☆12Updated 3 years ago
- Mechanistic Interpretability Tutorials, Results and research log as I learn from publicly available research, and experimentation.☆10Updated last year
- ☆11Updated this week
- ☆12Updated 3 years ago
- ☆26Updated last year
- A formalisation of Cartesian Frames, a perspective on embedded agency, in the HOL theorem prover.☆19Updated 3 years ago
- unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"☆67Updated 2 years ago
- A Mechanistic Interpretability Analysis of Grokking☆19Updated 2 years ago
- Code for "Evidence of Learned Look-Ahead in a Chess-Playing Neural Network"☆17Updated 7 months ago
- A neurosymbolic T5 agent for playing text games, from the EACL 2023 paper "Behavior Cloned Transformers are Neurosymbolic Reasoners"☆19Updated last year
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆18Updated 9 months ago
- ☆15Updated 11 months ago
- Interpreting how transformers simulate agents performing RL tasks☆77Updated last year
- An environment for benchmarking commonsense agents☆28Updated 4 years ago
- The Intermediate Goal of the project is to train a GPT like architecture to learn to summarise reddit posts from human preferences, as th…☆12Updated 3 years ago
- Code associated to papers on superposition (in ML interpretability)☆26Updated 2 years ago
- ☆11Updated last month
- Notebooks accompanying Anthropic's "Toy Models of Superposition" paper☆108Updated 2 years ago
- A library for bridging Python and HTML/Javascript (via Svelte) for creating interactive visualizations☆14Updated 9 months ago
- Chess environment for smaller chess variants, AlphaZero-like MCTS-learning, and Concept Detection☆15Updated last year
- Sparse and discrete interpretability tool for neural networks☆58Updated 11 months ago
- Language-annotated Abstraction and Reasoning Corpus☆82Updated last year
- Scaling scaling laws with board games.☆45Updated last year
- ☆19Updated last year
- ☆21Updated 9 months ago