#H100

NVIDIA's TiDAR combines one-step diffusion drafting with autoregressive verification in a single forward pass to exploit free GPU token slots and multiply tokens-per-forward by up to about 6x while preserving benchmark quality.

'QeRL uses NVFP4 weight quantization plus LoRA and AQN to boost rollout throughput and exploration, allowing a 32B policy to be trained on a single H100 with competitive accuracy.'

GPZ is a GPU-optimized, error-bounded lossy compressor for particle data that delivers dramatically higher throughput and better compression ratios than existing tools while preserving scientific fidelity.