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2 articles tagged with "pricing"

#inference4 #model-hosting4 #serverless-gpu3 #cuda2 #grace-hopper2 #gpu2 #pricing2 #gpu-cloud2 #reinforcement-learning1 #fine-tuning1 #visual-generation1 #pipeline1 #mamba1 #qwen3.51 #linear-attention1

February 18, 20266 min read

5 VLMs, 1 GPU: Beating Together AI on Price and Throughput

Cheap GPU inference for AI models: we ran 5 VLMs on one GPU and matched Together AI's throughput at a fraction of the cost. Serverless GPU vs dedicated GPU economics.

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February 9, 20263 min read

Why We Built a Cheaper, Faster GPU Cloud for AI Model Hosting

Cumulus Labs is building the cheapest serverless GPU cloud for AI model hosting. Here's why dedicated GPU instances waste money and how pay-per-second GPU inference changes the economics.

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