mlwu22 / REDLinks
Implementation code for ACL2024:Advancing Parameter Efficiency in Fine-tuning via Representation Editing
☆14Updated last year
Alternatives and similar repositories for RED
Users that are interested in RED are comparing it to the libraries listed below
Sorting:
- Model merging is a highly efficient approach for long-to-short reasoning.☆92Updated last month
- ☆57Updated 4 months ago
- ☆70Updated 8 months ago
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆135Updated 4 months ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆68Updated last month
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆89Updated 11 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆125Updated last year
- FeatureAlignment = Alignment + Mechanistic Interpretability☆33Updated 9 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆138Updated last year
- ☆37Updated last year
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆229Updated this week
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆194Updated last week
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆88Updated 10 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆48Updated last year
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆71Updated 8 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆133Updated 8 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆84Updated 9 months ago
- ☆55Updated 6 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆270Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 11 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆255Updated 4 months ago
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆27Updated 9 months ago
- awesome SAE papers☆66Updated 6 months ago
- Code for "Retaining Key Information under High Compression Rates: Query-Guided Compressor for LLMs" (ACL 2024)☆18Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆67Updated last year
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆98Updated 9 months ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆71Updated 4 months ago
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆63Updated last year
- ☆66Updated 9 months ago
- [NeurIPS 2024] How do Large Language Models Handle Multilingualism?☆46Updated last year