scaling law
- Audits Under Resource, Data, and Access Constraints: Scaling Laws For Less Discriminatory Alternatives
- ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness
- Efficient Pre-Training of LLMs via Topology-Aware Communication Alignment on More Than 9600 GPUs
- L$^2$M: Mutual Information Scaling Law for Long-Context Language Modeling
- P-Law: Predicting Quantitative Scaling Law with Entropy Guidance in Large Recommendation Models
- Parallel Scaling Law for Language Models
- Scaling Law with Learning Rate Annealing