Alsace08 / Chain-of-Embedding
[ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"
☆42Updated 3 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
- ☆88Updated 3 months ago
- ☆50Updated this week
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆62Updated 2 months ago
- A curated list of resources for activation engineering☆59Updated last week
- 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…☆73Updated last month
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆57Updated last year
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆35Updated 3 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆107Updated last year
- What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective☆63Updated last month
- ☆33Updated last month
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆69Updated last week
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆30Updated 5 months ago
- ☆31Updated 6 months ago
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆13Updated 11 months ago
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆120Updated last month
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆87Updated 9 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆74Updated 2 weeks ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆38Updated 3 weeks ago
- ☆132Updated 8 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆28Updated last month
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆112Updated 3 weeks ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆37Updated 3 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆36Updated 9 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆66Updated last month
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆117Updated 5 months ago
- Code for Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities (NeurIPS'24)☆20Updated 4 months ago
- ☆91Updated last month
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆185Updated this week
- A Survey on the Honesty of Large Language Models☆57Updated 4 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆91Updated 10 months ago