amazon-science / llm-interpretLinks
Code for the ACL 2023 paper: "Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale"
☆30Updated last year
Alternatives and similar repositories for llm-interpret
Users that are interested in llm-interpret are comparing it to the libraries listed below
Sorting:
- Simple and scalable tools for data-driven pretraining data selection.☆24Updated 2 weeks ago
- ☆126Updated last year
- Language models scale reliably with over-training and on downstream tasks☆97Updated last year
- ☆74Updated last year
- Code for Zero-Shot Tokenizer Transfer☆131Updated 5 months ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆27Updated last year
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆93Updated 3 years ago
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆89Updated last year
- Code for PHATGOOSE introduced in "Learning to Route Among Specialized Experts for Zero-Shot Generalization"☆85Updated last year
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆43Updated last year
- The official repo for "LLoCo: Learning Long Contexts Offline"☆117Updated last year
- Data and code for the preprint "In-Context Learning with Long-Context Models: An In-Depth Exploration"☆37Updated 10 months ago
- Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)☆80Updated last year
- SILO Language Models code repository☆81Updated last year
- ☆38Updated last year
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆56Updated 3 months ago
- Codebase for Instruction Following without Instruction Tuning☆34Updated 9 months ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆60Updated 8 months ago
- [arXiv] EvalTree: Profiling Language Model Weaknesses via Hierarchical Capability Trees☆21Updated 3 months ago
- ☆62Updated 2 years ago
- [ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers☆69Updated this week
- Repository for "Propagating Knowledge Updates to LMs Through Distillation" (NeurIPS 2023).☆25Updated 10 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- ☆85Updated 7 months ago
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆27Updated last year
- ☆34Updated 2 years ago
- Long Context Extension and Generalization in LLMs☆57Updated 9 months ago
- Inspecting and Editing Knowledge Representations in Language Models☆116Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆78Updated last year
- ☆54Updated 2 years ago