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"
☆35Updated 2 years ago
Alternatives and similar repositories for llm-interpret
Users that are interested in llm-interpret are comparing it to the libraries listed below
Sorting:
- Language models scale reliably with over-training and on downstream tasks☆100Updated last year
- Long Context Extension and Generalization in LLMs☆62Updated last year
- Code for Zero-Shot Tokenizer Transfer☆142Updated 11 months ago
- ☆77Updated last year
- Simple and scalable tools for data-driven pretraining data selection.☆29Updated 7 months ago
- ☆23Updated 3 weeks ago
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆94Updated last year
- ☆127Updated last year
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆45Updated 3 months ago
- [ICLR 2023] Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners☆116Updated 6 months ago
- [ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers☆74Updated 6 months ago
- ☆56Updated 2 years ago
- ☆38Updated last year
- ☆53Updated last year
- SILO Language Models code repository☆83Updated last year
- Code for PHATGOOSE introduced in "Learning to Route Among Specialized Experts for Zero-Shot Generalization"☆90Updated last year
- Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"☆71Updated last year
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆92Updated 2 years ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆29Updated 2 months ago
- Replicating O1 inference-time scaling laws☆91Updated last year
- ☆32Updated last year
- Official code repo for paper "Great Memory, Shallow Reasoning: Limits of kNN-LMs"☆23Updated 8 months ago
- Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models☆48Updated 2 years ago
- ☆34Updated 2 years ago
- Function Vectors in Large Language Models (ICLR 2024)☆189Updated 8 months ago
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- LLM-Merging: Building LLMs Efficiently through Merging☆208Updated last year
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆78Updated last year
- ☆44Updated last year
- Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023☆137Updated last year