HUST-AI-HYZ / FARMSLinks
Open source code for ICML 2025 Paper: Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias
☆42Updated 4 months ago
Alternatives and similar repositories for FARMS
Users that are interested in FARMS are comparing it to the libraries listed below
Sorting:
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆188Updated last week
- 📜 Paper list on decoding methods for LLMs and LVLMs☆61Updated 4 months ago
- ☆55Updated 5 months ago
- awesome SAE papers☆55Updated 5 months ago
- ☆179Updated 5 months ago
- 🔥 How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasonin…☆64Updated 5 months ago
- ☆32Updated 4 months ago
- Welcome to the 'In Context Learning Theory' Reading Group☆30Updated last year
- awesome papers in LLM interpretability☆572Updated 2 months ago
- ☆54Updated 2 years ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 7 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…☆124Updated 2 months ago
- Paper list for Efficient Reasoning.☆710Updated 2 weeks ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆283Updated 7 months ago
- Awesome Low-Rank Adaptation☆52Updated 3 months ago
- This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…☆93Updated 11 months ago
- [EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study un…☆15Updated last month
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆81Updated 10 months ago
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)☆356Updated 3 weeks ago
- ☆54Updated 3 months ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆80Updated 4 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆254Updated 2 months ago
- ☆11Updated last year
- A curated collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆152Updated 3 weeks ago
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆34Updated 9 months ago
- [TMLR 2025] Efficient Reasoning Models: A Survey☆275Updated last week
- ☆13Updated 8 months ago
- A curated list of resources for activation engineering☆107Updated last month
- Implementation of CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation☆24Updated 8 months ago
- ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…☆57Updated 5 months ago