TeleZK-FL: enabling trustless and verifiable remote patient monitoring via quantized zero-knowledge federated learning frontiersin.org
Millisecond ZK proofs on Raspberry Pi telehealth clients, as long as you’re fine with KZG and a bit less AUC.
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01 02 Cloudflare's twist on serving big open models: FP8 KV caches, INT4 weights, cache checks, and no measured accuracy loss.03 Fine-Tuning from First Principles: LoRA, QLoRA, and Serverless Fine-Tuning on Crusoe debnsuma.github.ioFull fine-tuning is the expensive part, this derives LoRA/QLoRA from scratch and ends with a serverless PII redactor.