mega002 / ff-layersLinks
The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Levy. EMNLP, 2021.
☆99Updated 4 years ago
Alternatives and similar repositories for ff-layers
Users that are interested in ff-layers are comparing it to the libraries listed below
Sorting:
- ☆101Updated 2 years ago
- ☆67Updated 2 years ago
- ☆92Updated last year
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Updated 2 years ago
- ☆86Updated 3 years ago
- ☆176Updated last year
- Inspecting and Editing Knowledge Representations in Language Models☆119Updated 2 years ago
- ☆113Updated 3 years ago
- ☆54Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆82Updated 10 months ago
- This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…☆61Updated 2 years ago
- ☆46Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- Augmenting Statistical Models with Natural Language Parameters☆29Updated last year
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆103Updated 2 years ago
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆27Updated 8 months ago
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆78Updated 2 years ago
- Code for the paper "A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis"☆19Updated 5 months ago
- ☆38Updated last year
- Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models☆47Updated 2 years ago
- Function Vectors in Large Language Models (ICLR 2024)☆183Updated 6 months ago
- ☆57Updated 2 years ago
- ☆75Updated 2 years ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆56Updated 2 weeks ago
- ☆44Updated last year
- ☆29Updated last year
- ☆60Updated 3 months ago
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆64Updated 2 years ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆60Updated last year
- ☆52Updated 7 months ago