| Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs | Dec 17, 2024 | MMLU | —Unverified | 0 |
| Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments | Dec 16, 2024 | Clinical KnowledgeCollege Medicine | CodeCode Available | 1 |
| Nanoscaling Floating-Point (NxFP): NanoMantissa, Adaptive Microexponents, and Code Recycling for Direct-Cast Compression of Large Language Models | Dec 15, 2024 | MMLUQuantization | —Unverified | 0 |
| Llama 3 Meets MoE: Efficient Upcycling | Dec 13, 2024 | Mixture-of-ExpertsMMLU | —Unverified | 0 |
| LLM Distillation for Efficient Few-Shot Multiple Choice Question Answering | Dec 13, 2024 | Few-Shot LearningKnowledge Distillation | —Unverified | 0 |
| HadaCore: Tensor Core Accelerated Hadamard Transform Kernel | Dec 12, 2024 | GPUMMLU | CodeCode Available | 3 |
| Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation | Dec 4, 2024 | MMLU | —Unverified | 0 |
| Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset | Dec 3, 2024 | ARCMMLU | —Unverified | 0 |
| The Vulnerability of Language Model Benchmarks: Do They Accurately Reflect True LLM Performance? | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Noise Injection Reveals Hidden Capabilities of Sandbagging Language Models | Dec 2, 2024 | MMLUMultiple-choice | CodeCode Available | 0 |
