HUST-AI-HYZ / FARMSLinks
Open source code for ICML 2025 Paper: Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias
☆41Updated 4 months ago
Alternatives and similar repositories for FARMS
Users that are interested in FARMS are comparing it to the libraries listed below
Sorting:
- awesome SAE papers☆48Updated 4 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆170Updated last week
- 📜 Paper list on decoding methods for LLMs and LVLMs☆61Updated 3 months ago
- ☆30Updated 4 months ago
- This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…☆91Updated 10 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆273Updated 6 months ago
- Welcome to the 'In Context Learning Theory' Reading Group☆30Updated 11 months ago
- awesome papers in LLM interpretability☆556Updated last month
- A curated list of resources for activation engineering☆106Updated 2 weeks ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 6 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…☆117Updated 2 months ago
- ☆171Updated 5 months ago
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)☆344Updated this week
- 🔥 How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasonin…☆63Updated 4 months ago
- ☆54Updated 4 months ago
- A curated collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆144Updated 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…☆247Updated 2 months ago
- ☆11Updated last year
- Paper list for Efficient Reasoning.☆684Updated last month
- ☆14Updated last year
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆79Updated 3 months ago
- A collection of papers on discrete diffusion models☆164Updated 3 months ago
- ☆81Updated last year
- An implementation of SEAL: Safety-Enhanced Aligned LLM fine-tuning via bilevel data selection.☆19Updated 7 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆306Updated 2 weeks ago
- Paper List of Inference/Test Time Scaling/Computing☆313Updated last month
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆14Updated last year
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆34Updated 8 months ago
- [EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study un …☆15Updated 3 weeks ago
- ☆54Updated 3 months ago