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Report abuseOpenAI-compatible LLM serving gateway with vLLM, FastAPI, Redis quotas, Prometheus/Grafana, GPU metrics, benchmarks, Docker, Kubernetes, Helm, GitOps, Terraform, and CI/CD.
Python 2
Production-ready RAG backend with FastAPI, pgvector, hybrid retrieval, eval gates, observability, RBAC, async exports, and OpenAI providers.
Python 2
LoMACS-SVDNet: PyTorch model for MIMO SVD (no QR/SVD/EVD), orthogonality via NOR, FFT gating, projected attention, structured pruning. Score 63 — 4th (Third Prize).
KG-RAG + ToT + multi-agent LLMs for evidence-grounded QA with Neo4j and fine-tuning; reproducible medical case study & evaluation.
Uncovering the Fragility of Trustworthy LLMs through Chinese Textual Ambiguity
Python 3
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