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Nick Research @Nick_Researcher on x 16.4K followers
Created: 2025-07-18 09:56:40 UTC
➥ X GPU, XXXXX Agents
Most people think running XXXXX AI agents = you need a warehouse of GPUs
That used to be true
Then @OpenledgerHQ came along & quietly flipped the whole equation
▸ X GPU ▸ 1,000+ LoRA models ▸ <12GB VRAM ▸ <50ms latency
This is an actual production-ready model serving stack that dynamically loads LoRA adapters only when needed, instead of preloading full models
That means:
✦ You don’t need $10K/month in infra to run fine-tuned agents ✦ You don’t need to batch users into generalized LLM calls ✦ You don’t need to choose between personalization and scale
For solo devs, infra-poor regions, or experimental builders, this is a breakthrough
Pair that with Aethir’s decentralized GPU cloud and you get:
• Flat-rate pricing • Global access • XX% cost reduction • Zero virtualization overhead
But if only the top X% of teams can afford to deploy models, it’s just another walled garden
OpenLoRA changes that, because when you can run XXXXX agents on X GPU, you no longer need to rent cognition from the API elite
That might be the biggest unlock in #AI infra this cycle imo
XXXXXX engagements
Related Topics coins ai coins ai agents gpu