| any4: Learned 4-bit Numeric Representation for LLMs | Jul 7, 2025 | GPUGSM8K | CodeCode Available | 2 |
| Reinforcing General Reasoning without Verifiers | May 27, 2025 | MathMathematical Reasoning | CodeCode Available | 2 |
| Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization | Apr 8, 2025 | MathMathematical Reasoning | CodeCode Available | 2 |
| Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models | Mar 28, 2025 | MMLUQuantization | CodeCode Available | 2 |
| MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark | Dec 19, 2024 | MMLUMultiple-choice | CodeCode Available | 2 |
| What Matters in Transformers? Not All Attention is Needed | Jun 22, 2024 | AllMMLU | CodeCode Available | 2 |
| AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs | Apr 21, 2024 | MMLURed Teaming | CodeCode Available | 2 |
| Inheritune: Training Smaller Yet More Attentive Language Models | Apr 12, 2024 | DecoderLanguage Modelling | CodeCode Available | 2 |
| SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents | Mar 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| tinyBenchmarks: evaluating LLMs with fewer examples | Feb 22, 2024 | MMLUMultiple-choice | CodeCode Available | 2 |