Tag: blog
All the articles with the tag "blog".
Agents against broken ML workloads
The BrokenML benchmark runs nine models against 46 broken jobs at three access levels: configuration files and code only; live system logs; and full root access.
Half-written answers
What happens to an RL rollout when the sampling policy receives an update mid-sentence?
Decode Decoded
Decode performance of vLLM, SGLang, and TensorRT-LLM on H100 SXM across Qwen 3 0.6B-32B models for 1-256 batch sizes analysed with Nsight Systems.
Specialisation & Co-design
How specialisation and co-design work together in modern ML systems through careful boundary selection, interface design, and joint optimisation.