HUST-AI-HYZ / FARMSLinks
Open source code for ICML 2025 Paper: Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias
☆35Updated last month
Alternatives and similar repositories for FARMS
Users that are interested in FARMS are comparing it to the libraries listed below
Sorting:
- 📜 Paper list on decoding methods for LLMs and LVLMs☆55Updated last month
- awesome SAE papers☆41Updated 2 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆149Updated this week
- awesome papers in LLM interpretability☆530Updated 3 weeks ago
- A curated list of resources for activation engineering☆99Updated 2 months ago
- ☆52Updated 2 months ago
- ☆25Updated last month
- This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…☆85Updated 8 months ago
- Welcome to the 'In Context Learning Theory' Reading Group☆29Updated 9 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆263Updated 4 months ago
- ☆156Updated 2 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…☆97Updated 5 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆280Updated last month
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆32Updated 6 months ago
- Paper list for Efficient Reasoning.☆586Updated this week
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)☆293Updated last month
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆244Updated 2 months ago
- 🔥 How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasonin…☆55Updated 2 months ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆77Updated last month
- Implementation code for ACL2024:Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆14Updated last year
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆73Updated 7 months ago
- A curated collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆114Updated 2 weeks ago
- Paper List of Inference/Test Time Scaling/Computing☆289Updated last month
- The repo for In-context Autoencoder☆133Updated last year
- ☆105Updated 2 months ago
- Awesome-Efficient-Inference-for-LRMs is a collection of state-of-the-art, novel, exciting, token-efficient methods for Large Reasoning Mo…☆79Updated last month
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆68Updated 4 months ago
- ☆37Updated 4 months ago
- Awesome Low-Rank Adaptation☆42Updated this week
- Papers of Implicit Reasoning in LLMs.☆14Updated 4 months ago