RT @0xSero: In den letzten 6 Monaten ist es zunehmend schwieriger geworden, H100/H200 GPUs zu bekommen. Ich habe seit 2-3 Monaten keine GPU-Pod mehr gesehen. Anjney Midha (@AnjneyMidha) teilt dies offenbar nicht jeder, also teile ich es hier, da Januar 2026: GPU-Mietpreise sind um 2x+ gestiegen. Wir erleben die "Corona der Rechenleistung", und das ganze Toilettenpapier ist weg. Bleibt gesund, ihr Forschenden — https://nitter.net/AnjneyMidha/status/2058611711867801989#m

mehr auf Arint.info

#Forschung #GPU #H100 #KünstlicheIntelligenz #Rechenleistung #arint_info

https://x.com/0xSero/status/2058649091496714481#m

Мы уткнулись в потолок. Почему видеокарты перестали быстро расти — и что с этим делать

H100 стоит $30 000 и потребляет 700 Вт. RTX 5090 — $2 000 (де-факто больше) и 575 Вт. Прирост производительности между поколениями сжался с 80% до 15–20%. Разбираемся, почему это структурная проблема и что индустрия делает, чтобы с ней жить.

https://habr.com/ru/articles/1031370/

#GPU #NVIDIA #закон_Мура #HBM #AI_инфраструктура #чиплеты #архитектура_GPU #LLM #H100 #Blackwell

LLM 모델 크기 22% 줄인 Cloudflare, 품질은 그대로인 무손실 압축 원리

https://aisparkup.com/posts/11567

NVIDIA、AIスーパーコンピューター9台にGrace Hopperプラットフォームの採用が進んでいることを発表

https://xenospectrum.com/nvidia-announces-nine-ai-supercomputers-are-adopting-the-grace-hopper-platform/

Teslaの新スーパーコンピューター「Cortex」が初披露、10万個のH100 GPUを搭載予定

https://xenospectrum.com/cortex-teslas-new-supercomputer-debuts-for-the-first-time/

The introduction of the Vera Rubin platform shifts the calculus for AI infrastructure planning. As the industry moves toward HBM4, understanding hardware refresh cycles becomes a core component of fleet optimization.

While H100 and Blackwell GPUs remain key workhorses, secondary-market demand for current-gen accelerators has reached a unique inflection point. This analysis explores the technical and financial variables influencing hardware transitions as the industry prepares for the Rubin wave.

https://www.buysellram.com/blog/the-post-gtc-gpu-market-shift-when-to-liquidate-h100-h200-and-blackwell-assets/

#NVIDIA #TechStrategy #DataCenter #GPU #GraphicsCard #GPULiquidation #H100 #H200

The introduction of the Vera Rubin platform shifts the calculus for AI infrastructure planning. While H100 and Blackwell GPUs remain key workhorses, secondary-market demand for current-gen accelerators has reached a unique inflection point. This analysis explores the technical and financial variables influencing hardware transitions as the industry prepares for the Rubin wave.

https://www.buysellram.com/blog/the-post-gtc-gpu-market-shift-when-to-liquidate-h100-h200-and-blackwell-assets/

#NVIDIA #TechStrategy #DataCenter #GPU #GraphicsCard #GPULiquidation #H100 #H200 #technology

Snowflake's Arctic Long Sequence Training: How to Train LLMs on 15 Million Tokens Without Selling a Kidney

https://techlife.blog/posts/snowflakes-arctic-long-sequence-training-how-to-train-llms-on-15-million-tokens-without-selling-a-kidney/

#ALST #Snowflake #LongContextTraining #DeepSpeed #HuggingFace #SequenceParallelism #LLMTraining #H100 #Llama8B #Qwen3 #GPUMemoryOptimization

As the AI arms race accelerates, the 18-month hardware refresh cycle has transformed GPUs from simple components into high-value infrastructure assets. This article explores why selling hundreds of units—like NVIDIA’s H100 or A100—requires a shift from "peer-to-peer" thinking to "Enterprise ITAD" strategy.

https://medium.com/@samlamucf/where-to-sell-gpus-in-bulk-a-practical-guide-for-ai-and-data-center-hardware-7d9c2216f020

#DataCenter #ITAD #GPU #EnterpriseTech #NVIDIA #TechStrategy #BuySellRam #CircularEconomy #AI #H100 #Blackwell #GPU #TechNews #EnterpriseAI #AssetRecovery