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.
☆89Updated 4 months ago
Alternatives and similar repositories for LogitLens4LLMs
Users that are interested in LogitLens4LLMs are comparing it to the libraries listed below
Sorting:
- awesome SAE papers☆35Updated last month
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆64Updated 6 months ago
- ☆65Updated 2 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆54Updated 2 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆120Updated this week
- A curated collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆89Updated this week
- FeatureAlignment = Alignment + Mechanistic Interpretability☆28Updated 3 months ago
- ☆33Updated 8 months ago
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆14Updated last year
- A curated list of resources for activation engineering☆90Updated 3 weeks ago
- ☆49Updated last year
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆35Updated 7 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆65Updated 3 weeks ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆112Updated last year
- ☆44Updated last year
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆228Updated 2 weeks ago
- Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆27Updated 2 months ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆49Updated last month
- ☆44Updated 3 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆253Updated 3 months ago
- ☆27Updated 3 weeks ago
- LoFiT: Localized Fine-tuning on LLM Representations☆39Updated 5 months ago
- A Survey on the Honesty of Large Language Models☆57Updated 6 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆136Updated last week
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆59Updated last year
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆76Updated 8 months ago
- [ACL 2024 main] Aligning Large Language Models with Human Preferences through Representation Engineering (https://aclanthology.org/2024.…☆25Updated 9 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆134Updated 2 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆125Updated 9 months ago
- ☆46Updated 2 weeks ago