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- FedHet Public
Tier-aware federated learning under device-tier feature heterogeneity. Real NHANES data, CPU-only, measured RAPL energy.
- Cap-over-TFLOPS Public
Reproducible harness: a 27B INT4 clinical LLM runs in consumer system RAM where a consumer GPU OOMs. CPU-only, synthetic FHIR data, verified on two machines.
- LLM-on-CPU Public
Memory-centric clinical LLM harness: run a 27B INT4 model in a consumer CPU's system RAM where a 6 GB GPU OOMs. Cross-platform (AMD/Intel), synthetic FHIR data; measures RAM-fit capacity, throughput/TTFT, energy (tokens/watt), and federated LoRA bandwidth.
- flai-wp Public
- modusyncPoC Public
- GCpoc Public
- gachi-wp Public
- modusync-wp Public
- HEFLpoc Public
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