Alsace08 / Chain-of-EmbeddingLinks
[ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"
☆78Updated 8 months ago
Alternatives and similar repositories for Chain-of-Embedding
Users that are interested in Chain-of-Embedding are comparing it to the libraries listed below
Sorting:
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆156Updated last week
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 5 months ago
- ☆264Updated 2 months ago
- ☆50Updated 2 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆85Updated 7 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆177Updated 2 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆289Updated last month
- Model merging is a highly efficient approach for long-to-short reasoning.☆80Updated 3 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆87Updated 6 months ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆56Updated 2 months ago
- ☆52Updated 3 months ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆79Updated 2 months 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
- ☆66Updated 5 months ago
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆110Updated 4 months ago
- ☆164Updated 3 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…☆107Updated last month
- ☆122Updated 6 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆127Updated 5 months ago
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆100Updated 2 weeks ago
- ☆67Updated 2 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆118Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆320Updated 2 months ago
- ☆205Updated 5 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆167Updated 2 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆81Updated 6 months ago
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆14Updated last year
- ☆149Updated 3 months ago
- ☆152Updated last year
- Official repository for "CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation"☆21Updated 2 weeks ago