zhenyu-02 / LogitLens4LLMsLinks
A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enabling layer-wise analysis of hidden states and predictions.
☆107Updated last month
Alternatives and similar repositories for LogitLens4LLMs
Users that are interested in LogitLens4LLMs are comparing it to the libraries listed below
Sorting:
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆266Updated 5 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆42Updated 9 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆118Updated last year
- 📜 Paper list on decoding methods for LLMs and LVLMs☆56Updated 2 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆78Updated 8 months ago
- ☆66Updated 5 months ago
- awesome SAE papers☆44Updated 3 months ago
- The Paper List on Data Contamination for Large Language Models Evaluation.☆99Updated 2 weeks ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆244Updated last month
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆156Updated 2 weeks ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆29Updated 6 months ago
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆14Updated last year
- [NeurIPS 2024] How do Large Language Models Handle Multilingualism?☆39Updated 10 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆80Updated 3 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆135Updated 11 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆164Updated last year
- A Survey on Data Selection for Language Models☆247Updated 4 months ago
- The repo for In-context Autoencoder☆138Updated last year
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆100Updated 3 weeks ago
- The official GitHub repository of the paper "Recent advances in large langauge model benchmarks against data contamination: From static t…☆45Updated last week
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆254Updated last year
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 5 months ago
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆171Updated 3 months ago
- ☆50Updated last year
- ☆84Updated 8 months ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆114Updated last year
- This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…☆89Updated 9 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆63Updated 9 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆177Updated 2 months ago
- ☆160Updated last year