List of Flash News about inference speed
| Time | Details |
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2025-08-21 20:12 |
NVIDIA H100 Performance: Hyperbolic’s LLoCO Enables Single-GPU 128k Tokens with Up to 7.62x Faster Inference and 11.52x Higher Finetuning Throughput
According to Hyperbolic (@hyperbolic_labs), LLoCO on NVIDIA H100 delivered up to 7.62x faster inference on 128k-token sequences and 11.52x higher throughput during finetuning, and enabled processing of 128k tokens on a single H100 (source: Hyperbolic on X, Aug 21, 2025). For trading context, these stated gains are concrete performance datapoints for assessing throughput per H100 in long-context LLM workloads and may inform evaluation of AI compute efficiency tied to H100 deployments (source: Hyperbolic on X, Aug 21, 2025). |
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2025-08-20 18:32 |
Hyperbolic LLoCO on Nvidia H100: 7.62x Faster 128k-Token Inference and 11.52x Finetuning Throughput
According to Hyperbolic, LLoCO delivered up to 7.62x faster inference on 128k-token sequences on Nvidia H100 GPUs, based on their reported results; source: Hyperbolic @hyperbolic_labs, Aug 20, 2025. According to Hyperbolic, LLoCO achieved 11.52x higher throughput during finetuning on H100; source: Hyperbolic @hyperbolic_labs, Aug 20, 2025. According to Hyperbolic, LLoCO enabled processing of 128k tokens on a single H100; source: Hyperbolic @hyperbolic_labs, Aug 20, 2025. |