tech-srl / RASP
An interpreter for RASP as described in the ICML 2021 paper "Thinking Like Transformers"
☆312Updated 7 months ago
Alternatives and similar repositories for RASP
Users that are interested in RASP are comparing it to the libraries listed below
Sorting:
- An interactive exploration of Transformer programming.☆263Updated last year
- Neural Networks and the Chomsky Hierarchy☆206Updated last year
- ☆533Updated last year
- ☆256Updated 2 years ago
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆632Updated last year
- Implementing RASP transformer programming language https://arxiv.org/pdf/2106.06981.pdf.☆53Updated 3 years ago
- ☆353Updated last year
- Python library which enables complex compositions of language models such as scratchpads, chain of thought, tool use, selection-inference…☆207Updated 4 months ago
- Seminar on Large Language Models (COMP790-101 at UNC Chapel Hill, Fall 2022)☆310Updated 2 years ago
- Differentiable Algorithms and Algorithmic Supervision.☆115Updated last year
- Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale, TACL (2022)☆125Updated 6 months ago
- [NeurIPS 2023] Learning Transformer Programs☆161Updated 11 months ago
- Erasing concepts from neural representations with provable guarantees☆228Updated 3 months ago
- See the issue board for the current status of active and prospective projects!☆65Updated 3 years ago
- ☆166Updated last year
- A library for bridging Python and HTML/Javascript (via Svelte) for creating interactive visualizations☆189Updated 3 years ago
- Puzzles for exploring transformers☆346Updated 2 years ago
- Mechanistic Interpretability for Transformer Models☆50Updated 2 years ago
- Named tensors with first-class dimensions for PyTorch☆320Updated last year
- Language-annotated Abstraction and Reasoning Corpus☆86Updated last year
- Train very large language models in Jax.☆204Updated last year
- A case study of efficient training of large language models using commodity hardware.☆69Updated 2 years ago
- Language Modeling with the H3 State Space Model☆520Updated last year
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)☆187Updated 2 years ago
- Mechanistic Interpretability Visualizations using React☆244Updated 4 months ago
- ☆511Updated last year
- Implementation of https://srush.github.io/annotated-s4☆494Updated 2 years ago
- The official code of LM-Debugger, an interactive tool for inspection and intervention in transformer-based language models.☆177Updated 3 years ago
- Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax☆569Updated this week
- Swarm training framework using Haiku + JAX + Ray for layer parallel transformer language models on unreliable, heterogeneous nodes☆239Updated 2 years ago