Posts by Wenwen Gao
Generative AI
Jul 09, 2025
Reinforcement Learning with NVIDIA NeMo-RL: Reproducing a DeepScaleR Recipe Using GRPO
Reinforcement learning (RL) is the backbone of interactive AI. It is fundamental for teaching agents to reason and learn from human preferences, enabling...
5 MIN READ
Generative AI
Jun 02, 2025
Scaling to Millions of Tokens with Efficient Long-Context LLM Training
The evolution of large language models (LLMs) has been marked by significant advancements in their ability to process and generate text. Among these...
7 MIN READ
Generative AI
May 12, 2025
Run Hugging Face Models Instantly with Day-0 Support from NVIDIA NeMo Framework
As organizations strive to maximize the value of their generative AI investments, accessing the latest model developments is crucial to continued success. By...
6 MIN READ
Data Center / Cloud
May 08, 2025
Turbocharge LLM Training Across Long-Haul Data Center Networks with NVIDIA Nemo Framework
Multi-data center training is becoming essential for AI factories as pretraining scaling fuels the creation of even larger models, leading the demand for...
6 MIN READ
Generative AI
May 06, 2025
LLM Inference Benchmarking Guide: NVIDIA GenAI-Perf and NIM
This is the second post in the LLM Benchmarking series, which shows how to use GenAI-Perf to benchmark the Meta Llama 3 model when deployed with NVIDIA NIM. ...
11 MIN READ
Generative AI
Apr 02, 2025
LLM Inference Benchmarking: Fundamental Concepts
This is the first post in the large language model latency-throughput benchmarking series, which aims to instruct developers on common metrics used for LLM...
15 MIN READ