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Showing 1-3 of 3Results matching "Figure AI"

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2 stories

Aug 27, 2026Infrastructure

Benchmark Infrastructure

Databricks Says Async Save Cut 20B-Parameter PyTorch Checkpoints to 9 Seconds on 32 H100s

The AI Runtime components pair distributed recovery with local-NVMe data caching. The remaining operational test is whether training jobs save their input position as well as their model state.

3 min

Aug 24, 2026Infrastructure

Benchmark Infrastructure

NVIDIA Says Vera Rubin Delivers 30x More Agentic Throughput per Megawatt, Pending Review

The preliminary comparison shifts attention from fixed prompt benchmarks toward the power required to keep long, tool-using AI sessions responsive.

3 min

August 2026

1 story

Aug 18, 2026Infrastructure

Benchmark Infrastructure

LMCache Reworks the Cache Plumbing That Can Stall Long-Running Agents

The changes address a specific failure mode in long, concurrent agent sessions: reusable model state can fill a shared pool before any request makes progress. The reported gains are promising, but they come from targeted validations rather than a broad production benchmark.

3 min