sail-sg / Cheating-LLM-BenchmarksLinks
[ICLR 2025] Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates (Oral)
☆84Updated last year
Alternatives and similar repositories for Cheating-LLM-Benchmarks
Users that are interested in Cheating-LLM-Benchmarks are comparing it to the libraries listed below
Sorting:
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆98Updated last year
- ☆37Updated last year
- ☆41Updated 2 years ago
- Code for safety test in "Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates"☆22Updated 4 months ago
- NeurIPS'24 - LLM Safety Landscape☆39Updated 3 months ago
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆42Updated 3 weeks ago
- Test-time-training on nearest neighbors for large language models☆49Updated last year
- ☆60Updated 2 years ago
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆66Updated 8 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆65Updated last year
- ☆51Updated 2 years ago
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆127Updated 11 months ago
- Does Refusal Training in LLMs Generalize to the Past Tense? [ICLR 2025]☆77Updated last year
- Codebase for decoding compressed trust.☆25Updated last year
- The official repository of 'Unnatural Language Are Not Bugs but Features for LLMs'☆24Updated 8 months ago
- Implementation of paper 'Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference' [NeurIPS'24…☆26Updated last year
- [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆39Updated 5 months ago
- ☆53Updated 10 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆85Updated 11 months ago
- A Sober Look at Language Model Reasoning☆92Updated 2 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆66Updated last year
- Code for "Reasoning to Learn from Latent Thoughts"☆124Updated 10 months ago
- ☆51Updated 2 years ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆163Updated 7 months ago
- An official implementation of "Catastrophic Failure of LLM Unlearning via Quantization" (ICLR 2025)☆36Updated 11 months ago
- ☆33Updated last year
- Code repository for "RL Grokking Recipe: How RL Unlocks and Transfers New Algorithms in LLMs""☆29Updated 3 months ago
- ☆48Updated last year
- Exploration of automated dataset selection approaches at large scales.☆52Updated 11 months ago
- ☆33Updated last year