AMD has announced ' Instella-Math,' a language model trained exclusively on AMD GPUs. It has 3 billion parameters and is specialized for inference and mathematical problem solving. Instella-Math was ...

NVIDIA achieves a 4x faster inference in solving complex math problems using NeMo-Skills, TensorRT-LLM, and ReDrafter, optimizing large language models for efficient scaling. NVIDIA has unveiled a ...

Researchers have created a mathematical model that helps predict pragmatic reasoning and may eventually lead to the manufacture of machines that can better understand inference, context and social ...

When we read stories, watch films or TV shows, look at pictures or play video games, we use lots of different skills to work out what is happening. One of these skills is called inference. Inferring ...

├── README.md ├── benchmarks │ ├── AIME.jsonl │ ├── MATH100.jsonl │ └── OmniMATH100-rule.jsonl ├── evaluation │ ├── eval-Qwen2.5_Math │ │ ├── get_results.py │ │ ├── grader.py │ │ ├── math_utils.py │ │ ...

Topics in nonasymptotic direct computational methods for statistical inference in data mining. Background in probability and statistics required.