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.
☆84Updated 3 months ago
Alternatives and similar repositories for LogitLens4LLMs
Users that are interested in LogitLens4LLMs are comparing it to the libraries listed below
Sorting:
- ☆64Updated last month
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆56Updated 5 months ago
- ☆33Updated 8 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆53Updated 2 months ago
- awesome SAE papers☆33Updated last week
- 📜 Paper list on decoding methods for LLMs and LVLMs☆48Updated last month
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆34Updated 6 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆96Updated this week
- ☆38Updated 3 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆28Updated 2 months ago
- A curated list of resources for activation engineering☆83Updated last week
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆14Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆59Updated last year
- Model merging is a highly efficient approach for long-to-short reasoning.☆47Updated 2 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆110Updated last year
- A Survey on the Honesty of Large Language Models☆57Updated 5 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆61Updated this week
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆218Updated last week
- ☆17Updated last year
- [NeurIPS 2024] How do Large Language Models Handle Multilingualism?☆34Updated 6 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆79Updated 2 months ago
- ☆25Updated 7 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆123Updated 8 months ago
- LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation☆26Updated last month
- Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆25Updated last month
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆54Updated 6 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆58Updated 6 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆164Updated last year
- The Paper List on Data Contamination for Large Language Models Evaluation.☆94Updated 2 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆78Updated 4 months ago