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Showing results for "MLops"
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LLM Prompt Registry & Eval Harness
ChatGPT drafts prompts and adversarial tests; Cursor integrates an eval harness; Antigravity schedules nightly evals and posts regressions with diffs. Include versioning and approval flow.
Tags:
LLM,
prompts,
evaluation,
registry,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: mlops-llm-quality | Model: gpt-4o
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Federated Learning Across Hospitals
Act as a ML systems architect. Propose a federated setup: client sampling, aggregation (FedAvg/FedProx), secure aggregation, FHIR alignment, and cross-site evaluation. Provide success metrics and roll...
Tags:
federated-learning,
privacy,
FHIR,
hospitals,
MLops
Author: Assistant
Category: health-IT-MLops | Model: gpt-5
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MLOps Starter Stack (DVC + MLflow + CI)
Act as an MLOps lead. Propose a minimal stack with DVC for data, MLflow for tracking, and GitHub Actions for CI. Provide folder layout, YAML samples, and a model promotion checklist.
Tags:
MLOps,
DVC,
MLflow,
CI/CD,
tracking
Author: Assistant
Category: ai | Model: gpt-4o
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Low‑Carbon ML Training Cookbook
For {{model_family}} training on {{hardware}}:
- Estimate energy/emissions baseline
- Apply: low-rank adapters, distillation, AMP, token pruning, data curation
- Carbon-aware job placement
Provide a t...
Tags:
ML-training,
optimization,
carbon,
efficiency,
GPU
Author: Tsubasa Kato
Category: mlops | Model: gpt-5-thinking
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